Shopify Signals
A Canadian multinational e-commerce platform enabling businesses of all sizes to create online stores and sell products. Powers millions of merchants worldwide with tools for payments, shipping, marketing, and customer engagement.
This is a Naftiko Signals read of Shopify’s technology and AI investment posture — mined from public workforce signals (job postings, press releases, newsroom content) and matched against Naftiko’s curated vocabulary of services, tools, concepts, and standards across the 44 Naftiko signal groups.
For Shopify we detected 1131 areas, 138 services, 60 tools, and 103 standards — producing a total signal score of 1365.
How to read this page: Impact Report is the narrative read-out. Capabilities are Naftiko agent workflows you could ship on top of Shopify’s existing stack — each one runnable in the Naftiko Framework. Navigation ranks the next moves we’d recommend, grouped by theme. Signals is the score breakdown across every Naftiko signal group, each row linking to its definition. Areas, Services, Tools, and Standards are the raw detections behind the score. Why? explains the methodology and audience.
Shopify Technology Investment Impact Report
| Prepared by Naftiko | April 2026 |
Executive Summary
This report presents a signal-based analysis of Shopify’s technology investment posture, derived from Naftiko’s methodology of examining services deployed, tools adopted, concepts referenced, and standards followed across workforce signals. The analysis spans foundational infrastructure, data platforms, customization capabilities, operational efficiency, productivity, integration, governance, economics, and strategic alignment.
A Canadian multinational e-commerce platform enabling businesses of all sizes to create online stores and sell products. Powers millions of merchants worldwide with tools for payments, shipping, marketing, and customer engagement.
The assessment yields a total signal score of 1365 across 41 dimensions. The six strongest signal categories are services (138), data (102), talentOrganizationalDesign (73), operations (68), automation (59), cloud (58).
Layer 1: Foundational Layer
Evaluating Shopify’s foundational capabilities across Artificial Intelligence, Cloud, Open-Source, Languages, and Code — the core infrastructure and development building blocks supporting E-commerce Platform / General and Technology / Internet Services operations.
Waves: Large Language Models (LLMs), Generative Pre-trained Transformer (GPT), Open-Source LLMs
Artificial Intelligence — Score: 51 #31/117
Shopify’s AI score of 51 reflects adoption across Bloomberg AIM, Claude, Databricks.
- Services: Bloomberg AIM, Claude, Databricks, GitHub Copilot, OpenAI
- Tools: NumPy, Pandas, PyTorch, TensorFlow
- Concepts: AI Agents, Agentic AI, Agentics, Agents, Artificial Intelligence, Artificial Intelligence/Machine Learning, Deep Learning, Generative AI
- Standards: MLOps
AI posture sets the ceiling on downstream AI workloads at Shopify.
Cloud — Score: 58 #31/117
Cloud score of 58 spans AWS Lambda, Amazon ECS, Amazon Kinesis alongside IaC tooling (Buildpacks, Docker, Kubernetes).
- Services: AWS Lambda, Amazon ECS, Amazon Kinesis, Amazon Redshift, Amazon SQS, Amazon SageMaker, Amazon Web Services, Azure DevOps
- Tools: Buildpacks, Docker, Kubernetes, Terraform
- Concepts: Cloud Architectures, Cloud Computing, Cloud Data, Cloud Data Platforms, Cloud Data Warehouses, Cloud Development, Cloud Engineering, Cloud Infrastructure
- Standards: SDLC
Cloud maturity is the anchor for scaling AI workloads at Shopify.
Open-Source — Score: 18 #39/117
Open-Source score of 18 anchored on Bitbucket, GitHub, GitHub Copilot.
- Services: Bitbucket, GitHub, GitHub Copilot, GitLab
- Tools: Angular, Apache AGE, Apache Airflow, Apache Atlas, Apache Flex, Apache Groovy, Apache Hadoop, Apache Iceberg
- Concepts: Contributions
- Standards: CONTRIBUTING.md, CONTRIBUTORS.md, LICENSE.md
Consumption is broad; formal contribution posture is an opportunity area.
Languages — Score: 31 #23/117
Languages score of 31 across ABAP, CSS, Go, Java, JavaScript.
- Languages: ABAP, CSS, Go, Java, JavaScript, Move, TypeScript
Language mix is a revealing signal of Shopify’s engineering history and modernization priorities.
Code — Score: 55 #25/117
Code score of 55 anchored on Azure DevOps, Bitbucket, GitHub.
- Services: Azure DevOps, Bitbucket, GitHub, GitHub Actions, GitHub Copilot, GitLab, IntelliJ IDEA
- Tools: Git, PowerShell, SonarQube
- Concepts: Application Programming Interfaces, Code Analysis, Code Quality, Code Reviews, Codes, Continuous Integration/Continuous Deployments, DevOps Practices, DevOps Tools
- Standards: DevOps, SDLC
Developer tooling is the lever for compound productivity via AI coding assistants.
Layer Summary: Shopify’s Foundational Layer reflects AI (51), Cloud (58), Open-Source (18), Languages (31), and Code (55) — the bedrock on which every subsequent AI-readiness capability is built.
Layer 2: Retrieval & Grounding
Evaluating Shopify’s data and retrieval capabilities — Data, Databases, Virtualization, Specifications, Context Engineering — that ground AI workloads in enterprise information.
Waves: Vector Databases, Retrieval-Augmented Generation (RAG), Prompt Engineering, Context Engineering
Data — Score: 102 #16/117
Data score of 102 reflects Databricks, Jupyter Notebook, MATLAB.
- Services: Databricks, Jupyter Notebook, MATLAB, Power BI, Snowflake, Splunk, Tableau Desktop
- Tools: Apache Airflow, Apache Hadoop, Apache Iceberg, Apache Kafka, Apache Spark, MongoDB, MySQL, NumPy
- Concepts: Business Analytics, Cloud Data Warehouses, Customer Analytics, Data Analysis, Data Analysis Software, Data Analysis Tools, Data Analytics, Data Governance
- Standards: Data Modeling, Data Models
Analytical depth is the foundation for retrieval-augmented AI.
Databases — Score: 15 #35/117
Databases score of 15 spans Oracle, SAP HANA, Snowflake.
- Services: Oracle, SAP HANA, Snowflake
- Tools: MongoDB, MySQL, PostgreSQL
- Concepts: Database Systems, Databases, NoSQL, Relational Databases, Relationals, SQL Databases, Vector Databases
- Standards: SQL
Portfolio rationalization is an ongoing lever.
Virtualization — Score: 19 #18/117
Virtualization score of 19 on Citrix, Citrix NetScaler, EMC.
- Services: Citrix, Citrix NetScaler, EMC, Solaris Zones
- Tools: Docker, Kubernetes
- Concepts: Containerization, Containers
Containerization paired with VMs is a pragmatic stance.
Specifications — Score: 10 #22/117
Specifications score of 10 rooted in REST/HTTP/JSON.
- Concepts: API Development, API Gateways, API Integrations, API Management, API Securities, Application Programming Interfaces, Rapid Prototyping, Web Services
- Standards: GraphQL, HTTP, JSON, REST, TCP/IP, WebSockets, XML
Formalizing OpenAPI as enterprise standard is a prerequisite for AI agent integration.
Context Engineering
Shopify’s Context Engineering investment is emerging.
Pairing strong Data with formal context layer is the highest-leverage AI readiness move.
Layer Summary: Shopify’s Retrieval posture is shaped by Data (102), Databases (15), and Specifications (10).
Layer 3: Customization & Adaptation
Evaluating Shopify’s capabilities for customizing AI to its business — Data Pipelines, Model Registry, Multimodal Infrastructure, Domain Specialization.
Waves: Fine-Tuning & Model Customization, Multimodal AI
Data Pipelines — Score: 16 #20/117
Data Pipelines score of 16 reflects Apache Airflow, Apache Kafka, Apache Spark.
- Tools: Apache Airflow, Apache Kafka, Apache Spark
- Concepts: API Integrations, Application Integrations, Cloud Integrations, Continuous Integration/Continuous Deployments, Data Integrations, Data Pipelines, Enterprise Integrations, Extract Transform Loads
Streaming pipelines prerequisite for real-time AI inference.
Model Registry & Versioning — Score: 15 #30/117
Model Registry score of 15 via Databricks, PyTorch, TensorFlow.
- Services: Databricks
- Tools: PyTorch, TensorFlow
- Standards: MLOps
Enterprise registry with approvals is prerequisite for regulated AI.
Multimodal Infrastructure — Score: 9 #32/117
Multimodal score of 9 via OpenAI.
- Services: OpenAI
- Tools: PyTorch, TensorFlow
- Concepts: Generative AI
Centralized OCR/audio/image extractors improve AI project productivity.
Domain Specialization — Score: 5
Domain Specialization score of 5.
Industry-specific fine-tuning is a differentiated long-term capability for Shopify.
Layer Summary: Customization bridges generic AI and business-specific advantage.
Layer 4: Efficiency & Specialization
Evaluating Shopify’s operational efficiency and platform layer — Automation, Containers, Platform, Operations.
Waves: Small Language Models (SLMs), Model Routing / Orchestration, Reasoning Models
Automation — Score: 59 #11/117
Automation score of 59 reflects GitHub Actions, Make, Microsoft Power Apps.
- Services: GitHub Actions, Make, Microsoft Power Apps, Microsoft Power Automate, Red Hat Ansible Automation Platform, ServiceNow
- Tools: Apache Airflow, PowerShell
- Concepts: Automation, Automation Platforms, Automation Testing, Build Automation, Building Automation, Industrial Automation, Marketing Automation, Process Automation
Automation footprint is ready for AI augmentation on high-toil processes.
Containers — Score: 12 #34/117
Containers score of 12 on Buildpacks, Docker, Kubernetes.
- Tools: Buildpacks, Docker, Kubernetes
- Concepts: Containerization, Containers
Container-native AI deployment is the logical next step.
Platform — Score: 24 #34/117
Platform score of 24 spans AWS Lambda, Amazon ECS, Amazon Kinesis.
- Services: AWS Lambda, Amazon ECS, Amazon Kinesis, Amazon Redshift, Amazon SQS, Amazon SageMaker, Amazon Web Services, Azure DevOps
- Concepts: AI Platforms, Automation Platforms, Cloud Data Platforms, Cloud Platforms, Cross Platforms, Data Platforms, Ecommerce Platforms, Infinity Platforms
Platform engineering maturity is the next milestone.
Operations — Score: 68 #16/117
Operations score of 68 anchored on Azure Log Analytics, ServiceNow, SolarWinds.
- Services: Azure Log Analytics, ServiceNow, SolarWinds, Splunk
- Tools: Chef, Terraform
- Concepts: Business Operations, Data Center Operations, Financial Operations, Incident Management, Incident Responses, Operational Excellence, Operations Management, Service Management
Operational tooling is a foundation for AI-driven SRE.
Layer Summary: Automation (59) and Operations (68) are direct levers for AI-augmented productivity.
Layer 5: Productivity
Evaluating Shopify’s productivity tooling — SaaS, Services, Code.
Waves: Coding Assistants, Copilots
Software As A Service (SaaS) — Score: 22 #11/117
SaaS score of 22 includes Box, Microsoft Teams, Salesforce, Workday.
- Services: Box, Microsoft Teams, Salesforce, Workday
Rationalization and unified auth are the optimization opportunities.
Code — Score: 55 #25/117
Code anchored on Azure DevOps, Bitbucket, GitHub.
- Services: Azure DevOps, Bitbucket, GitHub, GitHub Actions, GitHub Copilot, GitLab, IntelliJ IDEA
- Tools: Git, PowerShell, SonarQube
- Concepts: Application Programming Interfaces, Code Analysis, Code Quality, Code Reviews, Codes, Continuous Integration/Continuous Deployments, DevOps Practices, DevOps Tools
- Standards: DevOps, SDLC
Wiring coding assistants creates compound productivity gains.
Services — Score: 138 #10/117
Services score of 138 spans Shopify’s full service portfolio.
- Services: AWS Lambda, Adobe, Adobe Captivate, Adobe Creative Cloud, Adobe Creative Suite, Adobe Illustrator, Adobe Launch, Adobe Photoshop
Scale of services drives the integration-layer imperative.
Layer Summary: Services score of 138 reflects Shopify’s breadth of enterprise SaaS consumption.
Layer 6: Integration & Interoperability
Evaluating Shopify’s API, integration, event-driven connectivity.
Waves: MCP (Model Context Protocol), Agents, Skills
API — Score: 24 #18/117
API score of 24; concepts: API Development, API Gateways, API Integrations.
- Services: MuleSoft
- Concepts: API Development, API Gateways, API Integrations, API Management, API Securities, Rapid Prototyping, Working Capital
- Standards: HTTP, JSON, REST
Formalizing API standards is the most impactful integration move.
Integrations — Score: 34 #11/117
Integrations score of 34 spans Boomi, MuleSoft.
- Services: Boomi, MuleSoft
- Concepts: API Integrations, Application Integrations, Cloud Integrations, Continuous Integration/Continuous Deployments, Data Integrations, Enterprise Integrations, Integration Frameworks, Integration Platforms
- Standards: Enterprise Integration Patterns, SOA
iPaaS reduces integration debt.
Event-Driven — Score: 14 #13/117
Event-Driven score of 14.
- Tools: Apache Kafka
- Concepts: Event Streamings, Event-driven Systems, Events, Security Information and Event Management, Streamings, Value Streams
Event streaming is foundational for real-time AI.
Patterns — Score: 20 #15/117
Patterns score of 20 on SOA.
- Concepts: Microservices, Patterns, Reactives
- Standards: SOA
Microservice patterns support AI workload scaling.
Specifications — Score: 10 #22/117
Specifications score of 10.
- Concepts: API Development, API Gateways, API Integrations, API Management, API Securities, Application Programming Interfaces, Rapid Prototyping, Web Services
- Standards: GraphQL, HTTP, JSON, REST, TCP/IP, WebSockets, XML
Elevating OpenAPI to enterprise standard creates shared vocabulary for AI.
Apache — Score: 17 #24/117
Apache score of 17: Apache AGE, Apache Airflow, Apache Atlas, Apache Flex, Apache Groovy.
- Tools: Apache AGE, Apache Airflow, Apache Atlas, Apache Flex, Apache Groovy, Apache Hadoop, Apache Iceberg, Apache Kafka
Apache ecosystem depth is a characteristic enterprise strength.
CNCF — Score: 12 #27/117
CNCF score of 12: Argo, Buildpacks, Flux.
- Tools: Argo, Buildpacks, Flux, Kubernetes
CNCF maturity pairs with Kubernetes adoption.
Layer Summary: API (24) and Integrations (34) are the connective tissue for scaling AI.
Layer 7: Statefulness
Evaluating Shopify’s Observability, Governance, Security, Data handling.
Waves: Memory Systems
Observability — Score: 29 #23/117
Observability score of 29 spans Azure Log Analytics, CloudWatch, SolarWinds.
- Services: Azure Log Analytics, CloudWatch, SolarWinds, Splunk
- Concepts: Alerting, Logging, Model Monitoring, Model Observability, Monitoring, Monitoring Services, Monitoring Tools, Network Monitoring
Consolidation lowers cost.
Governance — Score: 43 #29/117
Governance score of 43; standards: CCPA, GDPR, ISO.
- Concepts: AI Governance, Audit Management, Audit Processes, Audits, Compliance, Compliance Frameworks, Compliance Managers, Data Governance
- Standards: CCPA, GDPR, ISO, NIST, OSHA, RACI, Six Sigma
Extending to AI governance is the natural evolution.
Security — Score: 37 #44/117
Security score of 37 anchored on Citrix NetScaler, Palo Alto Networks.
- Services: Citrix NetScaler, Palo Alto Networks
- Concepts: Authentications, Authorizations, Encryptions, Security Information and Event Management, Security Models, Security Requirements, Security Solutions, Security Systems
- Standards: Cybersecurity Standards, ISO, NIST, SSL/TLS, SSO, Security Protocols, Security Standards
AI-specific security is a required add to existing program.
Data — Score: 102 #16/117
Data — Databricks, Jupyter Notebook, MATLAB anchors.
- Services: Databricks, Jupyter Notebook, MATLAB, Power BI, Snowflake, Splunk, Tableau Desktop
- Tools: Apache Airflow, Apache Hadoop, Apache Iceberg, Apache Kafka, Apache Spark, MongoDB, MySQL, NumPy
- Concepts: Business Analytics, Cloud Data Warehouses, Customer Analytics, Data Analysis, Data Analysis Software, Data Analysis Tools, Data Analytics, Data Governance
- Standards: Data Modeling, Data Models
Continued cataloging and lineage pays off at AI scale.
Layer Summary: Observability (29), Governance (43), Security (37) reflect Shopify’s operational maturity.
Layer 8: Measurement & Accountability
Evaluating Shopify’s measurement discipline — Testing, Observability, DevEx, ROI.
Waves: Evaluation & Benchmarking
Testing & Quality — Score: 31 #14/117
Testing score of 31 with Playwright, Selenium, SonarQube.
- Tools: Playwright, Selenium, SonarQube
- Concepts: A/B Testing, Acceptance Testing, Automated Testing, Automated Testing Frameworks, Automation Testing, Functional Testing, Integration Testing, Integration Tests
- Standards: Acceptance Criteria, SDLC, Six Sigma, Test Cases, Test Plans, Test Scripts, Test Specifications, Test Suites
AI-specific evals extend traditional testing.
Observability — Score: 29 #23/117
Observability — Azure Log Analytics, CloudWatch, SolarWinds.
- Services: Azure Log Analytics, CloudWatch, SolarWinds, Splunk
- Concepts: Alerting, Logging, Model Monitoring, Model Observability, Monitoring, Monitoring Services, Monitoring Tools, Network Monitoring
Instrumented for AI workload observation.
Developer Experience — Score: 26 #16/117
DevEx score of 26 on Azure DevOps, GitHub, GitHub Copilot.
- Services: Azure DevOps, GitHub, GitHub Copilot, GitLab, IntelliJ IDEA
- Tools: Docker, Git
DORA metrics and IDPs are next investments.
ROI & Business Metrics — Score: 46 #16/117
ROI score of 46 reflects Oracle Hyperion, Power BI, SAP.
- Services: Oracle Hyperion, Power BI, SAP, Tableau Desktop
- Concepts: Androids, Business Analytics, Financial Accounting, Financial Analysis, Financial Compliances, Financial Controls, Financial Data, Financial Management
ROI discipline translates naturally to AI initiatives.
Layer Summary: Measurement is necessary for accountable AI initiatives.
Layer 9: Governance & Risk
Evaluating Shopify’s Regulatory, AI Review, Security, Governance, Privacy controls.
Waves: Governance & Compliance
Regulatory Posture — Score: 19 #26/117
Regulatory score of 19 with standards: CCPA, Cybersecurity Standards, GDPR.
- Concepts: Compliance, Compliance Frameworks, Compliance Managers, Financial Compliances, Legal, Regulatory Affairs, Regulatory Reportings
- Standards: CCPA, Cybersecurity Standards, GDPR, Good Manufacturing Practices, ISO, Internal Control Standards, NIST, OSHA
Proactive alignment with NIST AI RMF is a forward investment.
AI Review & Approval — Score: 37 #10/117
AI Review score of 37 with OpenAI.
- Services: OpenAI
- Concepts: AI Platforms, Model Development
- Standards: MLOps
Formalized AI review council is the priority governance investment.
Security — Score: 37 #44/117
Security — Citrix NetScaler, Palo Alto Networks.
- Services: Citrix NetScaler, Palo Alto Networks
- Concepts: Authentications, Authorizations, Encryptions, Security Information and Event Management, Security Models, Security Requirements, Security Solutions, Security Systems
- Standards: Cybersecurity Standards, ISO, NIST, SSL/TLS, SSO, Security Protocols, Security Standards
AI threat model coverage extends existing security.
Governance — Score: 43 #29/117
Governance standards: CCPA, GDPR, ISO.
- Concepts: AI Governance, Audit Management, Audit Processes, Audits, Compliance, Compliance Frameworks, Compliance Managers, Data Governance
- Standards: CCPA, GDPR, ISO, NIST, OSHA, RACI, Six Sigma
AI governance as first-class discipline is the next step.
Privacy & Data Rights — Score: 10 #30/117
Privacy score of 10.
- Concepts: Privacy
- Standards: CCPA, GDPR
Formal ‘training-eligible?’ classification prevents inadvertent PII use in models.
Layer Summary: Security (37), Governance (43), AI Review (37) shape the AI compliance envelope.
Layer 10: Economics & Sustainability
Evaluating Shopify’s AI FinOps, Provider Strategy, Partnerships, Talent, Data Centers.
Waves: Cost Economics & FinOps, Supply Chain & Dependency Risk, Data Centers
AI FinOps — Score: 12 #11/117
AI FinOps score of 12 with AWS Lambda, Amazon Web Services, Azure DevOps.
- Services: AWS Lambda, Amazon Web Services, Azure DevOps, Azure Log Analytics, GCP Cloud Storage, Google Cloud Dataflow
- Concepts: Budgetings, Cost Accounting, Cost Controls, Cost Management, Cost Optimizations, Financial Plannings
Token-cost tagging required before AI spend accelerates.
Provider Strategy — Score: 32 #13/117
Provider Strategy score of 32 with Amazon ECS, Amazon Kinesis, Amazon Redshift, Amazon SQS.
- Services: Amazon ECS, Amazon Kinesis, Amazon Redshift, Amazon SQS, Amazon SageMaker, Amazon Web Services, GCP Cloud Storage, Google Cloud Dataflow
- Concepts: Data Providers, Supplier Contracts, Supplier Management, Vendor Management
Explicit provider strategy tightens AI partnership decisions.
Partnerships & Ecosystem — Score: 47 #22/117
Partnerships score of 47 with AWS Lambda, Amazon ECS, Amazon Kinesis, Amazon Redshift.
- Services: AWS Lambda, Amazon ECS, Amazon Kinesis, Amazon Redshift, Amazon SQS, Amazon SageMaker, Amazon Web Services, Bloomberg AIM
- Concepts: Ecosystems
AI-specific partnerships are emerging.
Talent & Organizational Design — Score: 73 #8/117
Talent score of 73 with Workday.
- Services: Workday
- Concepts: Artificial Intelligence/Machine Learning, Continuous Learning, Deep Learning, E-learnings, Human Resources, Learning, Learning And Development, Learning Management
Aligning talent toward AI skill development is direct leverage.
Data Centers
Data Centers investment signals are limited.
Hybrid-cloud vs public-cloud becomes a board-level question at AI scale.
Layer Summary: Talent (73) and Partnerships (47) most affect AI outcomes.
Layer 11: Storytelling & Entertainment & Theater
Evaluating Shopify’s strategic narrative — Alignment, Standardization, M&A, Experimentation.
Waves: Moltbook, Gastown, Ralph Wiggum, OpenClaw / Clawdbot, Artificial General Intelligence (AGI)
Alignment — Score: 30 #6/117
Alignment score of 30; concepts: AI Architectures, Application Architectures, Architecture Design.
- Concepts: AI Architectures, Application Architectures, Architecture Design, Architecture Strategies, Architectures, Business Transformations, Cloud Architectures, Cloud-native Architectures
- Standards: Agile, Agile Delivery, Agile Methodology, Lean Management, Lean Manufacturing, Scrum
Aligning AI to business outcomes makes AI accountable.
Standardization — Score: 27 #4/117
Standardization score of 27: Agile, ISO, NIST, REST, SDLC.
- Standards: Agile, ISO, NIST, REST, SDLC, SQL, Standard Operating Procedures, Technical Specifications
Extending to AI (model cards, eval suites) is a natural evolution.
Mergers & Acquisitions — Score: 18 #12/117
M&A score of 18.
- Concepts: Data Acquisition, Due Diligences, Financial Modeling, Financial Models, M&AS, Mergers And Acquisitions
AI-capability acquisitions can accelerate gaps.
Experimentation & Prototyping
Experimentation & Prototyping signals are limited.
A named internal AI sandbox reduces shadow-AI risk.
Layer Summary: Alignment (30) and Standardization (27) shape AI program direction.
Strategic Assessment
Top Three 2026 Investment Recommendations for Shopify
-
Establish an API-First Integration Layer. API score of 24 across 138 services leaves Shopify without reusable connective tissue. Prioritize API standards, deploy an enterprise gateway, publish a service catalog.
-
Stand Up a Formal AI Governance and Review Council. AI Review score of 37 combined with AI adoption (score 51) creates regulatory and reputational risk. Charter a council, publish review criteria, gate production AI.
-
Invest in Real-Time Data Pipelines and Event Streams. Data Pipelines (16) and Event-Driven (14) are the gap between data platform maturity and real-time AI. Extend Kafka or Azure Event Hubs to critical flows first.
Methodology
Scores derive from the density and diversity of signals detected across Services, Tools, Concepts, and Standards, aggregated into 11 strategic layers mapping the full technology stack.
Based on signal data available as of April 2026.
Capabilities are Naftiko definitions for how enterprise services, tools, and standards can be combined to deliver business value using AI. Each capability below defines the integrations, workflows, and orchestrations available — run them with the Naftiko Framework or browse the shipped set in the Naftiko Fleet.
Access Review Campaign Generation — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Access Review Campaign Generation
description: Access Review Campaign Generation — contextualized for Shopify based on its actual service and tool footprint.
tags:
- servicenow
- automation
capability:
exposes:
- type: mcp
namespace: access-review
port: 8080
tools:
- name: execute
description: Access Review Campaign Generation — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: access-review.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: access-review
baseUri: https://shopify.internal.example.com/access-review/v1
authentication:
type: bearer
token: $secrets.access_review_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Accounts Payable Invoice Approval Routing — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Accounts Payable Invoice Approval Routing
description: Accounts Payable Invoice Approval Routing — contextualized for Shopify based on its actual service and tool footprint.
tags:
- oracle
- automation
capability:
exposes:
- type: mcp
namespace: ap-approval
port: 8080
tools:
- name: execute
description: Accounts Payable Invoice Approval Routing — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: ap-approval.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: ap-approval
baseUri: https://shopify.internal.example.com/ap-approval/v1
authentication:
type: bearer
token: $secrets.ap_approval_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Adobe Campaign Launch Readiness Check — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Adobe Campaign Launch Readiness Check
description: Adobe Campaign Launch Readiness Check — contextualized for Shopify based on its actual service and tool footprint.
tags:
- adobe-campaign
- automation
capability:
exposes:
- type: mcp
namespace: campaign-ready
port: 8080
tools:
- name: execute
description: Adobe Campaign Launch Readiness Check — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: campaign-ready.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: campaign-ready
baseUri: https://shopify.internal.example.com/campaign-ready/v1
authentication:
type: bearer
token: $secrets.campaign_ready_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
APM Latency Spike Investigation — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: APM Latency Spike Investigation
description: APM Latency Spike Investigation — contextualized for Shopify based on its actual service and tool footprint.
tags:
- datadog
- automation
capability:
exposes:
- type: mcp
namespace: apm-spike
port: 8080
tools:
- name: execute
description: APM Latency Spike Investigation — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: apm-spike.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: apm-spike
baseUri: https://shopify.internal.example.com/apm-spike/v1
authentication:
type: bearer
token: $secrets.apm_spike_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Azure DevOps Work Item Auto-Link — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Azure DevOps Work Item Auto-Link
description: Azure DevOps Work Item Auto-Link — contextualized for Shopify based on its actual service and tool footprint.
tags:
- azure-devops
- automation
capability:
exposes:
- type: mcp
namespace: ado-link
port: 8080
tools:
- name: execute
description: Azure DevOps Work Item Auto-Link — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: ado-link.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: ado-link
baseUri: https://shopify.internal.example.com/ado-link/v1
authentication:
type: bearer
token: $secrets.ado_link_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Block Malicious Domain at Cloudflare WAF — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Block Malicious Domain at Cloudflare WAF
description: Block Malicious Domain at Cloudflare WAF — contextualized for Shopify based on its actual service and tool footprint.
tags:
- cloudflare
- automation
capability:
exposes:
- type: mcp
namespace: waf-block
port: 8080
tools:
- name: execute
description: Block Malicious Domain at Cloudflare WAF — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: waf-block.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: waf-block
baseUri: https://shopify.internal.example.com/waf-block/v1
authentication:
type: bearer
token: $secrets.waf_block_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Budget vs Actual Variance Explainer — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Budget vs Actual Variance Explainer
description: Budget vs Actual Variance Explainer — contextualized for Shopify based on its actual service and tool footprint.
tags:
- sap
- automation
capability:
exposes:
- type: mcp
namespace: variance
port: 8080
tools:
- name: execute
description: Budget vs Actual Variance Explainer — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: variance.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: variance
baseUri: https://shopify.internal.example.com/variance/v1
authentication:
type: bearer
token: $secrets.variance_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Change Management Request Triage — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Change Management Request Triage
description: Change Management Request Triage — contextualized for Shopify based on its actual service and tool footprint.
tags:
- servicenow
- automation
capability:
exposes:
- type: mcp
namespace: change-mgmt
port: 8080
tools:
- name: execute
description: Change Management Request Triage — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: change-mgmt.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: change-mgmt
baseUri: https://shopify.internal.example.com/change-mgmt/v1
authentication:
type: bearer
token: $secrets.change_mgmt_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
CI/CD Failure Observability Chain — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: CI/CD Failure Observability Chain
description: CI/CD Failure Observability Chain — contextualized for Shopify based on its actual service and tool footprint.
tags:
- github
- automation
capability:
exposes:
- type: mcp
namespace: ci-failure
port: 8080
tools:
- name: execute
description: CI/CD Failure Observability Chain — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: ci-failure.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: ci-failure
baseUri: https://shopify.internal.example.com/ci-failure/v1
authentication:
type: bearer
token: $secrets.ci_failure_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Conduct Quarterly Technology Posture Review — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Conduct Quarterly Technology Posture Review
description: Conduct Quarterly Technology Posture Review — contextualized for Shopify based on its actual service and tool footprint.
tags:
- enterprise
- automation
capability:
exposes:
- type: mcp
namespace: posture-review
port: 8080
tools:
- name: execute
description: Conduct Quarterly Technology Posture Review — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: posture-review.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: posture-review
baseUri: https://shopify.internal.example.com/posture-review/v1
authentication:
type: bearer
token: $secrets.posture_review_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Daily General Ledger Close Check — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Daily General Ledger Close Check
description: Daily General Ledger Close Check — contextualized for Shopify based on its actual service and tool footprint.
tags:
- sap
- automation
capability:
exposes:
- type: mcp
namespace: gl-close
port: 8080
tools:
- name: execute
description: Daily General Ledger Close Check — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: gl-close.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: gl-close
baseUri: https://shopify.internal.example.com/gl-close/v1
authentication:
type: bearer
token: $secrets.gl_close_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Datadog Alert Fatigue Audit — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Datadog Alert Fatigue Audit
description: Datadog Alert Fatigue Audit — contextualized for Shopify based on its actual service and tool footprint.
tags:
- datadog
- automation
capability:
exposes:
- type: mcp
namespace: alert-audit
port: 8080
tools:
- name: execute
description: Datadog Alert Fatigue Audit — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: alert-audit.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: alert-audit
baseUri: https://shopify.internal.example.com/alert-audit/v1
authentication:
type: bearer
token: $secrets.alert_audit_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Email Phishing Training Campaign Dispatch — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Email Phishing Training Campaign Dispatch
description: Email Phishing Training Campaign Dispatch — contextualized for Shopify based on its actual service and tool footprint.
tags:
- enterprise
- automation
capability:
exposes:
- type: mcp
namespace: phish-train
port: 8080
tools:
- name: execute
description: Email Phishing Training Campaign Dispatch — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: phish-train.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: phish-train
baseUri: https://shopify.internal.example.com/phish-train/v1
authentication:
type: bearer
token: $secrets.phish_train_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Employee Offboarding Revocation — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Employee Offboarding Revocation
description: Employee Offboarding Revocation — contextualized for Shopify based on its actual service and tool footprint.
tags:
- workday
- automation
capability:
exposes:
- type: mcp
namespace: offboarding
port: 8080
tools:
- name: execute
description: Employee Offboarding Revocation — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: offboarding.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: offboarding
baseUri: https://shopify.internal.example.com/offboarding/v1
authentication:
type: bearer
token: $secrets.offboarding_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Employee Onboarding Orchestration — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Employee Onboarding Orchestration
description: Employee Onboarding Orchestration — contextualized for Shopify based on its actual service and tool footprint.
tags:
- workday
- automation
capability:
exposes:
- type: mcp
namespace: onboarding
port: 8080
tools:
- name: execute
description: Employee Onboarding Orchestration — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: onboarding.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: onboarding
baseUri: https://shopify.internal.example.com/onboarding/v1
authentication:
type: bearer
token: $secrets.onboarding_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Enterprise Glossary Term Suggestions — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Enterprise Glossary Term Suggestions
description: Enterprise Glossary Term Suggestions — contextualized for Shopify based on its actual service and tool footprint.
tags:
- enterprise
- automation
capability:
exposes:
- type: mcp
namespace: glossary-ai
port: 8080
tools:
- name: execute
description: Enterprise Glossary Term Suggestions — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: glossary-ai.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: glossary-ai
baseUri: https://shopify.internal.example.com/glossary-ai/v1
authentication:
type: bearer
token: $secrets.glossary_ai_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Expense Report Auto-Approval Under Threshold — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Expense Report Auto-Approval Under Threshold
description: Expense Report Auto-Approval Under Threshold — contextualized for Shopify based on its actual service and tool footprint.
tags:
- concur
- automation
capability:
exposes:
- type: mcp
namespace: expense-auto
port: 8080
tools:
- name: execute
description: Expense Report Auto-Approval Under Threshold — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: expense-auto.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: expense-auto
baseUri: https://shopify.internal.example.com/expense-auto/v1
authentication:
type: bearer
token: $secrets.expense_auto_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Generate Weekly Executive Technology Digest — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Generate Weekly Executive Technology Digest
description: Generate Weekly Executive Technology Digest — contextualized for Shopify based on its actual service and tool footprint.
tags:
- enterprise
- automation
capability:
exposes:
- type: mcp
namespace: exec-digest
port: 8080
tools:
- name: execute
description: Generate Weekly Executive Technology Digest — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: exec-digest.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: exec-digest
baseUri: https://shopify.internal.example.com/exec-digest/v1
authentication:
type: bearer
token: $secrets.exec_digest_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
GitHub Copilot License Utilization Report — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: GitHub Copilot License Utilization Report
description: GitHub Copilot License Utilization Report — contextualized for Shopify based on its actual service and tool footprint.
tags:
- github
- automation
capability:
exposes:
- type: mcp
namespace: copilot-util
port: 8080
tools:
- name: execute
description: GitHub Copilot License Utilization Report — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: copilot-util.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: copilot-util
baseUri: https://shopify.internal.example.com/copilot-util/v1
authentication:
type: bearer
token: $secrets.copilot_util_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
GitHub PR Auto-Label by File Pattern — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: GitHub PR Auto-Label by File Pattern
description: GitHub PR Auto-Label by File Pattern — contextualized for Shopify based on its actual service and tool footprint.
tags:
- github
- automation
capability:
exposes:
- type: mcp
namespace: pr-label
port: 8080
tools:
- name: execute
description: GitHub PR Auto-Label by File Pattern — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: pr-label.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: pr-label
baseUri: https://shopify.internal.example.com/pr-label/v1
authentication:
type: bearer
token: $secrets.pr_label_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
GitLab Pipeline Failure Triage — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: GitLab Pipeline Failure Triage
description: GitLab Pipeline Failure Triage — contextualized for Shopify based on its actual service and tool footprint.
tags:
- gitlab
- automation
capability:
exposes:
- type: mcp
namespace: gl-triage
port: 8080
tools:
- name: execute
description: GitLab Pipeline Failure Triage — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: gl-triage.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: gl-triage
baseUri: https://shopify.internal.example.com/gl-triage/v1
authentication:
type: bearer
token: $secrets.gl_triage_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Google Analytics Daily Anomaly Detection — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Google Analytics Daily Anomaly Detection
description: Google Analytics Daily Anomaly Detection — contextualized for Shopify based on its actual service and tool footprint.
tags:
- google-analytics
- automation
capability:
exposes:
- type: mcp
namespace: ga-anomaly
port: 8080
tools:
- name: execute
description: Google Analytics Daily Anomaly Detection — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: ga-anomaly.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: ga-anomaly
baseUri: https://shopify.internal.example.com/ga-anomaly/v1
authentication:
type: bearer
token: $secrets.ga_anomaly_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Lead Routing Based on Territory — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Lead Routing Based on Territory
description: Lead Routing Based on Territory — contextualized for Shopify based on its actual service and tool footprint.
tags:
- salesforce
- automation
capability:
exposes:
- type: mcp
namespace: lead-route
port: 8080
tools:
- name: execute
description: Lead Routing Based on Territory — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: lead-route.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: lead-route
baseUri: https://shopify.internal.example.com/lead-route/v1
authentication:
type: bearer
token: $secrets.lead_route_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Learning Path Assignment Based on Role — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Learning Path Assignment Based on Role
description: Learning Path Assignment Based on Role — contextualized for Shopify based on its actual service and tool footprint.
tags:
- pluralsight
- automation
capability:
exposes:
- type: mcp
namespace: learning-path
port: 8080
tools:
- name: execute
description: Learning Path Assignment Based on Role — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: learning-path.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: learning-path
baseUri: https://shopify.internal.example.com/learning-path/v1
authentication:
type: bearer
token: $secrets.learning_path_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
LinkedIn Company Page Engagement Digest — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: LinkedIn Company Page Engagement Digest
description: LinkedIn Company Page Engagement Digest — contextualized for Shopify based on its actual service and tool footprint.
tags:
- linkedin
- automation
capability:
exposes:
- type: mcp
namespace: li-digest
port: 8080
tools:
- name: execute
description: LinkedIn Company Page Engagement Digest — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: li-digest.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: li-digest
baseUri: https://shopify.internal.example.com/li-digest/v1
authentication:
type: bearer
token: $secrets.li_digest_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Microsoft Teams Channel Creation for Project — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Microsoft Teams Channel Creation for Project
description: Microsoft Teams Channel Creation for Project — contextualized for Shopify based on its actual service and tool footprint.
tags:
- microsoft-teams
- automation
capability:
exposes:
- type: mcp
namespace: teams-create
port: 8080
tools:
- name: execute
description: Microsoft Teams Channel Creation for Project — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: teams-create.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: teams-create
baseUri: https://shopify.internal.example.com/teams-create/v1
authentication:
type: bearer
token: $secrets.teams_create_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Month-End Financial Close Orchestration — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Month-End Financial Close Orchestration
description: Month-End Financial Close Orchestration — contextualized for Shopify based on its actual service and tool footprint.
tags:
- sap
- automation
capability:
exposes:
- type: mcp
namespace: month-end
port: 8080
tools:
- name: execute
description: Month-End Financial Close Orchestration — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: month-end.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: month-end
baseUri: https://shopify.internal.example.com/month-end/v1
authentication:
type: bearer
token: $secrets.month_end_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
New Relic Synthetic Monitoring Refresh — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: New Relic Synthetic Monitoring Refresh
description: New Relic Synthetic Monitoring Refresh — contextualized for Shopify based on its actual service and tool footprint.
tags:
- new-relic
- automation
capability:
exposes:
- type: mcp
namespace: nr-synth
port: 8080
tools:
- name: execute
description: New Relic Synthetic Monitoring Refresh — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: nr-synth.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: nr-synth
baseUri: https://shopify.internal.example.com/nr-synth/v1
authentication:
type: bearer
token: $secrets.nr_synth_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Open Requisition Funnel Report — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Open Requisition Funnel Report
description: Open Requisition Funnel Report — contextualized for Shopify based on its actual service and tool footprint.
tags:
- workday
- automation
capability:
exposes:
- type: mcp
namespace: req-funnel
port: 8080
tools:
- name: execute
description: Open Requisition Funnel Report — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: req-funnel.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: req-funnel
baseUri: https://shopify.internal.example.com/req-funnel/v1
authentication:
type: bearer
token: $secrets.req_funnel_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Opportunity Pipeline Health Alert — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Opportunity Pipeline Health Alert
description: Opportunity Pipeline Health Alert — contextualized for Shopify based on its actual service and tool footprint.
tags:
- salesforce
- automation
capability:
exposes:
- type: mcp
namespace: pipe-health
port: 8080
tools:
- name: execute
description: Opportunity Pipeline Health Alert — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: pipe-health.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: pipe-health
baseUri: https://shopify.internal.example.com/pipe-health/v1
authentication:
type: bearer
token: $secrets.pipe_health_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Oracle Database Free-Space Alert — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Oracle Database Free-Space Alert
description: Oracle Database Free-Space Alert — contextualized for Shopify based on its actual service and tool footprint.
tags:
- oracle
- automation
capability:
exposes:
- type: mcp
namespace: db-space
port: 8080
tools:
- name: execute
description: Oracle Database Free-Space Alert — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: db-space.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: db-space
baseUri: https://shopify.internal.example.com/db-space/v1
authentication:
type: bearer
token: $secrets.db_space_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
P1 Incident Response Orchestration — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: P1 Incident Response Orchestration
description: P1 Incident Response Orchestration — contextualized for Shopify based on its actual service and tool footprint.
tags:
- servicenow
- automation
capability:
exposes:
- type: mcp
namespace: incident
port: 8080
tools:
- name: execute
description: P1 Incident Response Orchestration — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: incident.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: incident
baseUri: https://shopify.internal.example.com/incident/v1
authentication:
type: bearer
token: $secrets.incident_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Palo Alto Firewall Rule Change Audit — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Palo Alto Firewall Rule Change Audit
description: Palo Alto Firewall Rule Change Audit — contextualized for Shopify based on its actual service and tool footprint.
tags:
- palo-alto-networks
- automation
capability:
exposes:
- type: mcp
namespace: fw-audit
port: 8080
tools:
- name: execute
description: Palo Alto Firewall Rule Change Audit — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: fw-audit.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: fw-audit
baseUri: https://shopify.internal.example.com/fw-audit/v1
authentication:
type: bearer
token: $secrets.fw_audit_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Payroll Headcount Snapshot — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Payroll Headcount Snapshot
description: Payroll Headcount Snapshot — contextualized for Shopify based on its actual service and tool footprint.
tags:
- workday
- automation
capability:
exposes:
- type: mcp
namespace: headcount
port: 8080
tools:
- name: execute
description: Payroll Headcount Snapshot — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: headcount.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: headcount
baseUri: https://shopify.internal.example.com/headcount/v1
authentication:
type: bearer
token: $secrets.headcount_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
PeopleSoft HR Data Sync — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: PeopleSoft HR Data Sync
description: PeopleSoft HR Data Sync — contextualized for Shopify based on its actual service and tool footprint.
tags:
- peoplesoft
- automation
capability:
exposes:
- type: mcp
namespace: ps-sync
port: 8080
tools:
- name: execute
description: PeopleSoft HR Data Sync — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: ps-sync.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: ps-sync
baseUri: https://shopify.internal.example.com/ps-sync/v1
authentication:
type: bearer
token: $secrets.ps_sync_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Production Hotfix Change Ticket Automation — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Production Hotfix Change Ticket Automation
description: Production Hotfix Change Ticket Automation — contextualized for Shopify based on its actual service and tool footprint.
tags:
- github
- automation
capability:
exposes:
- type: mcp
namespace: hotfix
port: 8080
tools:
- name: execute
description: Production Hotfix Change Ticket Automation — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: hotfix.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: hotfix
baseUri: https://shopify.internal.example.com/hotfix/v1
authentication:
type: bearer
token: $secrets.hotfix_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Risk Register Nightly Sync — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Risk Register Nightly Sync
description: Risk Register Nightly Sync — contextualized for Shopify based on its actual service and tool footprint.
tags:
- enterprise
- automation
capability:
exposes:
- type: mcp
namespace: risk-register
port: 8080
tools:
- name: execute
description: Risk Register Nightly Sync — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: risk-register.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: risk-register
baseUri: https://shopify.internal.example.com/risk-register/v1
authentication:
type: bearer
token: $secrets.risk_register_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Role Change Approval — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Role Change Approval
description: Role Change Approval — contextualized for Shopify based on its actual service and tool footprint.
tags:
- workday
- automation
capability:
exposes:
- type: mcp
namespace: role-change
port: 8080
tools:
- name: execute
description: Role Change Approval — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: role-change.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: role-change
baseUri: https://shopify.internal.example.com/role-change/v1
authentication:
type: bearer
token: $secrets.role_change_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Salesforce Case Escalation — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Salesforce Case Escalation
description: Salesforce Case Escalation — contextualized for Shopify based on its actual service and tool footprint.
tags:
- salesforce
- automation
capability:
exposes:
- type: mcp
namespace: case-escalate
port: 8080
tools:
- name: execute
description: Salesforce Case Escalation — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: case-escalate.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: case-escalate
baseUri: https://shopify.internal.example.com/case-escalate/v1
authentication:
type: bearer
token: $secrets.case_escalate_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
ServiceNow SLA Breach Prediction — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: ServiceNow SLA Breach Prediction
description: ServiceNow SLA Breach Prediction — contextualized for Shopify based on its actual service and tool footprint.
tags:
- servicenow
- automation
capability:
exposes:
- type: mcp
namespace: sla-predict
port: 8080
tools:
- name: execute
description: ServiceNow SLA Breach Prediction — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: sla-predict.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: sla-predict
baseUri: https://shopify.internal.example.com/sla-predict/v1
authentication:
type: bearer
token: $secrets.sla_predict_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
SharePoint Document Library Access Audit — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: SharePoint Document Library Access Audit
description: SharePoint Document Library Access Audit — contextualized for Shopify based on its actual service and tool footprint.
tags:
- sharepoint
- automation
capability:
exposes:
- type: mcp
namespace: sp-audit
port: 8080
tools:
- name: execute
description: SharePoint Document Library Access Audit — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: sp-audit.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: sp-audit
baseUri: https://shopify.internal.example.com/sp-audit/v1
authentication:
type: bearer
token: $secrets.sp_audit_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Software Asset Reclaim from Idle Licenses — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Software Asset Reclaim from Idle Licenses
description: Software Asset Reclaim from Idle Licenses — contextualized for Shopify based on its actual service and tool footprint.
tags:
- enterprise
- automation
capability:
exposes:
- type: mcp
namespace: asset-reclaim
port: 8080
tools:
- name: execute
description: Software Asset Reclaim from Idle Licenses — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: asset-reclaim.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: asset-reclaim
baseUri: https://shopify.internal.example.com/asset-reclaim/v1
authentication:
type: bearer
token: $secrets.asset_reclaim_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Splunk Dashboard Nightly Snapshot — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Splunk Dashboard Nightly Snapshot
description: Splunk Dashboard Nightly Snapshot — contextualized for Shopify based on its actual service and tool footprint.
tags:
- splunk
- automation
capability:
exposes:
- type: mcp
namespace: splunk-snap
port: 8080
tools:
- name: execute
description: Splunk Dashboard Nightly Snapshot — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: splunk-snap.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: splunk-snap
baseUri: https://shopify.internal.example.com/splunk-snap/v1
authentication:
type: bearer
token: $secrets.splunk_snap_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Splunk Security Event Correlation — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Splunk Security Event Correlation
description: Splunk Security Event Correlation — contextualized for Shopify based on its actual service and tool footprint.
tags:
- splunk
- automation
capability:
exposes:
- type: mcp
namespace: splunk-sec
port: 8080
tools:
- name: execute
description: Splunk Security Event Correlation — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: splunk-sec.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: splunk-sec
baseUri: https://shopify.internal.example.com/splunk-sec/v1
authentication:
type: bearer
token: $secrets.splunk_sec_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Stale Branch Cleanup — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Stale Branch Cleanup
description: Stale Branch Cleanup — contextualized for Shopify based on its actual service and tool footprint.
tags:
- github
- automation
capability:
exposes:
- type: mcp
namespace: branch-cleanup
port: 8080
tools:
- name: execute
description: Stale Branch Cleanup — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: branch-cleanup.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: branch-cleanup
baseUri: https://shopify.internal.example.com/branch-cleanup/v1
authentication:
type: bearer
token: $secrets.branch_cleanup_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Tableau Data Source Refresh Orchestration — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Tableau Data Source Refresh Orchestration
description: Tableau Data Source Refresh Orchestration — contextualized for Shopify based on its actual service and tool footprint.
tags:
- tableau
- automation
capability:
exposes:
- type: mcp
namespace: tableau-refresh
port: 8080
tools:
- name: execute
description: Tableau Data Source Refresh Orchestration — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: tableau-refresh.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: tableau-refresh
baseUri: https://shopify.internal.example.com/tableau-refresh/v1
authentication:
type: bearer
token: $secrets.tableau_refresh_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Tableau Workbook Usage Audit — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Tableau Workbook Usage Audit
description: Tableau Workbook Usage Audit — contextualized for Shopify based on its actual service and tool footprint.
tags:
- tableau
- automation
capability:
exposes:
- type: mcp
namespace: tableau-audit
port: 8080
tools:
- name: execute
description: Tableau Workbook Usage Audit — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: tableau-audit.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: tableau-audit
baseUri: https://shopify.internal.example.com/tableau-audit/v1
authentication:
type: bearer
token: $secrets.tableau_audit_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Teams Meeting Transcript Summary — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Teams Meeting Transcript Summary
description: Teams Meeting Transcript Summary — contextualized for Shopify based on its actual service and tool footprint.
tags:
- microsoft-teams
- automation
capability:
exposes:
- type: mcp
namespace: teams-meeting
port: 8080
tools:
- name: execute
description: Teams Meeting Transcript Summary — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: teams-meeting.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: teams-meeting
baseUri: https://shopify.internal.example.com/teams-meeting/v1
authentication:
type: bearer
token: $secrets.teams_meeting_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Threat Intelligence Enrichment — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Threat Intelligence Enrichment
description: Threat Intelligence Enrichment — contextualized for Shopify based on its actual service and tool footprint.
tags:
- palo-alto-networks
- automation
capability:
exposes:
- type: mcp
namespace: threat-enrich
port: 8080
tools:
- name: execute
description: Threat Intelligence Enrichment — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: threat-enrich.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: threat-enrich
baseUri: https://shopify.internal.example.com/threat-enrich/v1
authentication:
type: bearer
token: $secrets.threat_enrich_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Unified Customer Lookup Across Systems — contextualized for Shopify based on its actual service and tool footprint.
naftiko: '0.5'
info:
label: Unified Customer Lookup Across Systems
description: Unified Customer Lookup Across Systems — contextualized for Shopify based on its actual service and tool footprint.
tags:
- salesforce
- automation
capability:
exposes:
- type: mcp
namespace: customer-lookup
port: 8080
tools:
- name: execute
description: Unified Customer Lookup Across Systems — contextualized for Shopify based on its actual service and tool footprint.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: customer-lookup.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: customer-lookup
baseUri: https://shopify.internal.example.com/customer-lookup/v1
authentication:
type: bearer
token: $secrets.customer_lookup_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
naftiko: '0.5'
naftiko_role_recommendation: api-developer
info:
label: Shopify API Source Capability
description: Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
tags:
- naftiko
- source-capability
- api
- role:api-developer
capability:
exposes:
- type: mcp
namespace: shopify-api
port: 8080
tools:
- name: execute
description: Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-api.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-api
baseUri: https://api.shopify.example.com/v1
authentication:
type: bearer
token: $secrets.shopify_api_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
naftiko: '0.5'
naftiko_role_recommendation: backend-developer
info:
label: Shopify API Source Capability
description: Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
tags:
- naftiko
- source-capability
- api
- role:backend-developer
capability:
exposes:
- type: mcp
namespace: shopify-api
port: 8080
tools:
- name: execute
description: Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-api.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-api
baseUri: https://api.shopify.example.com/v1
authentication:
type: bearer
token: $secrets.shopify_api_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Applied capability exposing governance metadata, policy compliance, and audit trails for Shopify's capability fabric.
naftiko: '0.5'
naftiko_role_recommendation: chief-information-officer
info:
label: Shopify Governance Capability
description: Applied capability exposing governance metadata, policy compliance, and audit trails for Shopify's capability fabric.
tags:
- naftiko
- applied-capability
- governance
- role:chief-information-officer
capability:
exposes:
- type: mcp
namespace: shopify-governance
port: 8080
tools:
- name: execute
description: Applied capability exposing governance metadata, policy compliance, and audit trails for Shopify's capability fabric.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-governance.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-governance
baseUri: https://governance.shopify.example.com/v1
authentication:
type: bearer
token: $secrets.shopify_governance_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Applied capability exposing governance metadata, policy compliance, and audit trails for Shopify's capability fabric.
naftiko: '0.5'
naftiko_role_recommendation: cloud-security-engineer
info:
label: Shopify Governance Capability
description: Applied capability exposing governance metadata, policy compliance, and audit trails for Shopify's capability fabric.
tags:
- naftiko
- applied-capability
- governance
- role:cloud-security-engineer
capability:
exposes:
- type: mcp
namespace: shopify-governance
port: 8080
tools:
- name: execute
description: Applied capability exposing governance metadata, policy compliance, and audit trails for Shopify's capability fabric.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-governance.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-governance
baseUri: https://governance.shopify.example.com/v1
authentication:
type: bearer
token: $secrets.shopify_governance_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko applied capability that orchestrates Shopify's data sources into a single MCP-ready pipeline for analytics and AI workloads.
naftiko: '0.5'
naftiko_role_recommendation: data-engineer
info:
label: Shopify Data Pipeline Capability
description: Naftiko applied capability that orchestrates Shopify's data sources into a single MCP-ready pipeline for analytics and AI workloads.
tags:
- naftiko
- applied-capability
- data
- role:data-engineer
capability:
exposes:
- type: mcp
namespace: shopify-data
port: 8080
tools:
- name: execute
description: Naftiko applied capability that orchestrates Shopify's data sources into a single MCP-ready pipeline for analytics and AI workloads.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-data.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-data
baseUri: https://data.shopify.example.com/pipelines/v1
authentication:
type: bearer
token: $secrets.shopify_data_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
naftiko: '0.5'
naftiko_role_recommendation: director-of-engineering
info:
label: Shopify Platform Catalog Capability
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
tags:
- naftiko
- source-capability
- platform
- role:director-of-engineering
capability:
exposes:
- type: mcp
namespace: shopify-platform
port: 8080
tools:
- name: execute
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-platform.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-platform
baseUri: https://backstage.shopify.example.com/api/catalog
authentication:
type: bearer
token: $secrets.shopify_platform_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
naftiko: '0.5'
naftiko_role_recommendation: director-of-platform-engineering
info:
label: Shopify Platform Catalog Capability
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
tags:
- naftiko
- source-capability
- platform
- role:director-of-platform-engineering
capability:
exposes:
- type: mcp
namespace: shopify-platform
port: 8080
tools:
- name: execute
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-platform.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-platform
baseUri: https://backstage.shopify.example.com/api/catalog
authentication:
type: bearer
token: $secrets.shopify_platform_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
naftiko: '0.5'
naftiko_role_recommendation: full-stack-developer
info:
label: Shopify API Source Capability
description: Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
tags:
- naftiko
- source-capability
- api
- role:full-stack-developer
capability:
exposes:
- type: mcp
namespace: shopify-api
port: 8080
tools:
- name: execute
description: Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-api.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-api
baseUri: https://api.shopify.example.com/v1
authentication:
type: bearer
token: $secrets.shopify_api_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
naftiko: '0.5'
naftiko_role_recommendation: head-of-api
info:
label: Shopify API Source Capability
description: Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
tags:
- naftiko
- source-capability
- api
- role:head-of-api
capability:
exposes:
- type: mcp
namespace: shopify-api
port: 8080
tools:
- name: execute
description: Naftiko source capability wrapping Shopify's primary API surface, exposing it via MCP and REST for downstream reuse.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-api.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-api
baseUri: https://api.shopify.example.com/v1
authentication:
type: bearer
token: $secrets.shopify_api_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
naftiko: '0.5'
naftiko_role_recommendation: head-of-integration
info:
label: Shopify MCP Context Tool
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
tags:
- naftiko
- applied-capability
- mcp
- role:head-of-integration
capability:
exposes:
- type: mcp
namespace: shopify-context
port: 8080
tools:
- name: execute
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-context.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-context
baseUri: https://internal.shopify.example.com/context/v1
authentication:
type: bearer
token: $secrets.shopify_context_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
naftiko: '0.5'
naftiko_role_recommendation: head-of-platform-engineering
info:
label: Shopify Platform Catalog Capability
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
tags:
- naftiko
- source-capability
- platform
- role:head-of-platform-engineering
capability:
exposes:
- type: mcp
namespace: shopify-platform
port: 8080
tools:
- name: execute
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-platform.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-platform
baseUri: https://backstage.shopify.example.com/api/catalog
authentication:
type: bearer
token: $secrets.shopify_platform_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
naftiko: '0.5'
naftiko_role_recommendation: integration-architect
info:
label: Shopify MCP Context Tool
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
tags:
- naftiko
- applied-capability
- mcp
- role:integration-architect
capability:
exposes:
- type: mcp
namespace: shopify-context
port: 8080
tools:
- name: execute
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-context.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-context
baseUri: https://internal.shopify.example.com/context/v1
authentication:
type: bearer
token: $secrets.shopify_context_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
naftiko: '0.5'
naftiko_role_recommendation: mlops-engineer
info:
label: Shopify MCP Context Tool
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
tags:
- naftiko
- applied-capability
- mcp
- role:mlops-engineer
capability:
exposes:
- type: mcp
namespace: shopify-context
port: 8080
tools:
- name: execute
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-context.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-context
baseUri: https://internal.shopify.example.com/context/v1
authentication:
type: bearer
token: $secrets.shopify_context_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
naftiko: '0.5'
naftiko_role_recommendation: platform-engineer
info:
label: Shopify Platform Catalog Capability
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
tags:
- naftiko
- source-capability
- platform
- role:platform-engineer
capability:
exposes:
- type: mcp
namespace: shopify-platform
port: 8080
tools:
- name: execute
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-platform.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-platform
baseUri: https://backstage.shopify.example.com/api/catalog
authentication:
type: bearer
token: $secrets.shopify_platform_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
naftiko: '0.5'
naftiko_role_recommendation: prompt-engineer
info:
label: Shopify MCP Context Tool
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
tags:
- naftiko
- applied-capability
- mcp
- role:prompt-engineer
capability:
exposes:
- type: mcp
namespace: shopify-context
port: 8080
tools:
- name: execute
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-context.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-context
baseUri: https://internal.shopify.example.com/context/v1
authentication:
type: bearer
token: $secrets.shopify_context_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
naftiko: '0.5'
naftiko_role_recommendation: technical-lead
info:
label: Shopify MCP Context Tool
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
tags:
- naftiko
- applied-capability
- mcp
- role:technical-lead
capability:
exposes:
- type: mcp
namespace: shopify-context
port: 8080
tools:
- name: execute
description: Naftiko applied capability composed over Shopify's existing source APIs, exposed as an MCP tool for agent context engineering.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-context.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-context
baseUri: https://internal.shopify.example.com/context/v1
authentication:
type: bearer
token: $secrets.shopify_context_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
naftiko: '0.5'
naftiko_role_recommendation: vp-of-engineering
info:
label: Shopify Platform Catalog Capability
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
tags:
- naftiko
- source-capability
- platform
- role:vp-of-engineering
capability:
exposes:
- type: mcp
namespace: shopify-platform
port: 8080
tools:
- name: execute
description: Source capability that publishes Shopify's Naftiko fabric into Backstage for catalog, scaffolding, and discovery.
inputParameters:
- name: context
in: body
type: string
description: Contextual parameter for the workflow.
call: shopify-platform.execute
with:
context: '{{context}}'
consumes:
- type: http
namespace: shopify-platform
baseUri: https://backstage.shopify.example.com/api/catalog
authentication:
type: bearer
token: $secrets.shopify_platform_token
resources:
- name: default
path: /actions/execute
inputParameters: []
operations:
- name: execute
method: POST
Score Breakdown — Total: 1365
Each row links to its full definition on the Naftiko Signal Groups page.
24 22 12 51 59 12 29 34 19 102 15 24 68 14 30 18 27 20 10 43 37 55 17 12 58 138 31 18 16 15 9 5 31 26 46 19 37 10 32 47 73Areas — Total: 1131
- .NET
- 3D Modeling
- A/B Testing
- AI Agents
- AI Architectures
- AI Ethics
- AI Governance
- AI Platforms
- AI Solutions
- AI Technologies
- AI Tools
- API Development
- API Gateways
- API Integrations
- API Management
- API Securities
- Acceptance Testing
- Access Controls
- Access Management
- Accessibility
- Account Management
- Accountability
- Accounting
- Accounting Systems
- Accounts Payables
- Accounts Receivables
- Active Directory
- Activity Tracking
- Administration
- Administratives
- Advertising
- Agentic AI
- Agentics
- Agents
- Alerting
- Alerts
- Algorithm Development
- Algorithms
- Analysis
- Androids
- Animations
- Application Architectures
- Application Development
- Application Integrations
- Application Lifecycle Management
- Application Management
- Application Programming Interfaces
- Applications
- Architecture Design
- Architecture Strategies
- Architectures
- Archiving
- Artificial Intelligence
- Artificial Intelligence/Machine Learning
- Assessment Tools
- Assessments
- Asset Management
- Asset Protection
- Assignments
- Asynchronous
- Audience Segmentations
- Audio
- Audit Management
- Audit Processes
- Audits
- Australias
- Authentications
- Authoring Tools
- Authorizations
- Automated Testing
- Automated Testing Frameworks
- Automation
- Automation Platforms
- Automation Testing
- Automotive
- Awareness
- B2B Marketing
- BI
- Backends
- Background Checks
- Backups
- Banking
- Banking Software
- Bashes
- Belts
- Benchmarkings
- Benchmarks
- Benefits Administration
- Best Practices
- Big Data
- Billings
- Bookings
- Bridges
- Browser Compatibilities
- Browsers
- Budgetings
- Build Automation
- Build Systems
- Building Automation
- Building Performances
- Built Environments
- Business
- Business Analysis
- Business Analytics
- Business Applications
- Business Continuities
- Business Management
- Business Models
- Business Operations
- Business Plannings
- Business Plans
- Business Process
- Business Roles
- Business Solutions
- Business Strategies
- Business Transformations
- Business to Consumers
- Business-to-Business
- C
- CAD Software
- CI
- CI/CD Pipelines
- Calendars
- Cameras
- Capacity Management
- Career Development
- Case Management
- Cash Flow Management
- Catalogs
- Certificates
- Certifications
- Change Management
- Charting
- Charts
- Chats
- Chemical Engineering
- Claims Management
- Clean Energies
- Clearings
- Client Management
- Client Services
- Clients
- Climate Changes
- Climate Controls
- Climates
- Cloud Architectures
- Cloud Computing
- Cloud Data
- Cloud Data Platforms
- Cloud Data Warehouses
- Cloud Development
- Cloud Engineering
- Cloud Infrastructure
- Cloud Integrations
- Cloud Natives
- Cloud Platforms
- Cloud Services
- Cloud Solutions
- Cloud-Based
- Cloud-native Architectures
- Clouds
- Code Analysis
- Code Quality
- Code Reviews
- Codes
- Collaboration Tools
- Collaborations
- Collaterals
- Collections
- Commerce
- Commercial Services
- Commodities
- Communications
- Communities
- Compatibilities
- Competency Frameworks
- Competitive Analysis
- Competitive Intelligence
- Competitor Analysis
- Compilers
- Complex Systems
- Compliance
- Compliance Frameworks
- Compliance Managers
- Component Engineering
- Compressions
- Computer Aided Design
- Computer Aided Manufacturing
- Computer Applications
- Computer Sciences
- Computer Systems
- Computers
- Computing
- Conferences
- Configuration Management
- Configuration Management Tools
- Configurations
- Connectivity
- Construction
- Consulting Services
- Consultings
- Contact Centers
- Contacts
- Containerization
- Containers
- Content Management Systems
- Content Strategies
- Contents
- Contexts and Dependency Injections
- Continuous Improvements
- Continuous Integration/Continuous Deployments
- Continuous Learning
- Contract Management
- Contributions
- Control Algorithms
- Control Systems
- Controllers
- Controls
- Coordinates
- Corporate Finances
- Cost Accounting
- Cost Controls
- Cost Management
- Cost Optimizations
- Creative Suites
- Credentials
- Credit Management
- Credit Risks
- Crisis Management
- Critical Thinkings
- Cross Platforms
- Cultural Changes
- Currencies
- Custom Development
- Customer Analytics
- Customer Data
- Customer Engagements
- Customer Experiences
- Customer Feedback
- Customer Journeys
- Customer Management
- Customer Relationship Management
- Customer Satisfactions
- Customer Segmentations
- Customer Service
- Customer Success
- Customer Support
- Customizations
- Customs
- Customs Procedures
- Cyber Securities
- Cybersecurities
- Dashboards
- Data Acquisition
- Data Analysis
- Data Analysis Software
- Data Analysis Tools
- Data Analytics
- Data Architectures
- Data Captures
- Data Center Infrastructure
- Data Center Operations
- Data Centers
- Data Centres
- Data Cleanings
- Data Collection Systems
- Data Collections
- Data Conversions
- Data Dashboards
- Data Engineering
- Data Enrichments
- Data Entries
- Data Extractions
- Data Flows
- Data Governance
- Data Handling
- Data Ingestions
- Data Insights
- Data Integrations
- Data Integrity
- Data Intelligence
- Data Lakes
- Data Management
- Data Management Systems
- Data Management Tools
- Data Mappings
- Data Marts
- Data Meshes
- Data Migrations
- Data Normalizations
- Data Pipelines
- Data Platforms
- Data Preparations
- Data Privacies
- Data Processing
- Data Products
- Data Providers
- Data Quality
- Data Quality Checks
- Data Quality Management
- Data Replications
- Data Sciences
- Data Services
- Data Sharing
- Data Storage
- Data Structures
- Data Systems
- Data Tools
- Data Tracking
- Data Validation
- Data Visualisations
- Data Visualization Tools
- Data Visualizations
- Data Warehouses
- Data Warehousing
- Data and Analytics
- Data-Driven
- Data-driven Initiatives
- Data-driven Insights
- Database Systems
- Databases
- Debt Collections
- Debuggings
- Decision Making
- Decision Support
- Deep Learning
- Deliveries
- Dependencies
- Dependency Management
- Deployment Pipelines
- Deployment Strategies
- Deployments
- Design Guidelines
- Design Principles
- Design Reviews
- Design Software
- Design Systems
- Design Thinkings
- Design Tools
- Desktops
- DevOps Practices
- DevOps Tools
- Development Lifecycle
- Development Practices
- Development Process
- Development Software
- Development Tools
- Device Drivers
- Diagnostic Tools
- Diagnostics
- Digital Assets
- Digital Channels
- Digital Commerce
- Digital Contents
- Digital Infrastructure
- Digital Marketing
- Digital Media
- Digital Products
- Digital Services
- Digital Solutions
- Digital Strategies
- Digital Systems
- Digital Transformations
- Digital Twins
- Digitals
- Digitizations
- Directed Acyclic Graphs
- Directory
- Discontinued
- Distributed
- Distributed Computing
- Distributed Data Processing
- Distribution Systems
- Distributions
- Document Management
- Documentations
- Documents
- Due Diligences
- Dynamics
- E-commerces
- E-learnings
- E-mails
- ERP
- ESB
- ESG Reportings
- Ecommerce Platforms
- Ecommerces
- Economics
- Ecosystems
- Edge Computing
- Educations
- Efficiencies
- Electromagnetic Compatibilities
- Electronic Data Interchange
- Electronics
- Emails
- Embedded Analytics
- Embedded Systems
- Emergency Responses
- Employee Development
- Employee Engagements
- Employee Experiences
- Employment
- Enablement
- Encryptions
- Energies
- Energy Efficiencies
- Energy Infrastructure
- Energy Management
- Energy Performances
- Engineering
- Enterprise AI
- Enterprise Applications
- Enterprise Architectures
- Enterprise Data
- Enterprise Integrations
- Enterprise Securities
- Enterprise Solutions
- Enterprise Systems
- Enterprises
- Equipments
- Error Handling
- Estimations
- Ethics
- Evaluations
- Event Streamings
- Event-driven Systems
- Events
- Excels
- Executions
- Executive Reportings
- Experimentations
- Exploitations
- Extensions
- Extract Transform Loads
- Facilities Management
- Fault Tolerances
- Feedback
- Feedback Controls
- Finances
- Financial Accounting
- Financial Analysis
- Financial Compliances
- Financial Controls
- Financial Data
- Financial Management
- Financial Modeling
- Financial Models
- Financial Operations
- Financial Plannings
- Financial Reportings
- Financial Stabilities
- Financial Systems
- Firewalls
- Firmwares
- Flashes
- Flexibilities
- Flexible Workings
- Forecasting
- Forms
- Foundations
- Frameworks
- Frenches
- Front-ends
- Frontends
- Full Stacks
- Functional Testing
- Functions
- Futures
- Gateways
- General Ledgers
- Generative AI
- Geographies
- Global Positioning Systems
- Governance
- Governance Frameworks
- Government
- Government Relations
- Graphic Design
- Graphical User Interfaces
- Graphics
- Green Buildings
- HCM
- HR Systems
- HR Technologies
- Hardware
- Healthcare
- Heating, Ventilation, and Air Conditionings
- Help Desks
- High Availabilities
- High Performances
- Hirings
- Hospitality
- Hosting
- Human Factors
- Human Resources
- IT Management
- IT Strategies
- Ideas
- Ideations
- Identities
- Implementations
- Incident Management
- Incident Responses
- Inclusive Design
- Incubation
- Indexings
- Industrial Automation
- Industrial Engineering
- Industrial Equipments
- Industrial Iots
- Industry Reports
- Infinity Platforms
- Informatics
- Information Systems
- Information Technologies
- Informationssystemes
- Infrastructure
- Innovation
- Insights
- Inspections
- Instrumentations
- Insurances
- Integrated Solutions
- Integration Frameworks
- Integration Platforms
- Integration Strategies
- Integration Testing
- Integration Tests
- Integrations
- Integrity
- Intelligence
- Interactive Prototypes
- Interactives
- Interfaces
- Internal Applications
- Internal Audits
- Internal Control Frameworks
- Internal Controls
- Internal Tools
- International Trades
- Internet
- Internet of Things
- Interoperabilities
- Intranets
- Intrusion Detection Systems
- Intrusion Detections
- Inventory Management
- Investment Analysis
- Investment Banking
- Investments
- Investor Relations
- Isolations
- Journalism
- Journey Mappings
- Kernels
- Key Management
- Key Metrics
- Knowledge Bases
- Knowledge Sharing
- LLM
- Large Datasets
- Lead Generations
- Lead Management
- Leaderships
- Learning
- Learning And Development
- Learning Management
- Learning Management Systems (LMS)
- Ledgers
- Legacy Systems
- Legal
- Lessons Learned
- Libraries
- Licensings
- Lifecycle Management
- Lightings
- Load Balancings
- Load Testing
- Localizations
- Log Analysis
- Log Collections
- Logging
- Logistics
- M&AS
- ML Engineering
- Machine Learning
- Machinings
- Mails
- Maintenance
- Managed Services
- Management
- Management Information
- Management Software
- Management Systems
- Management Tools
- Manual Testing
- Manufacturing
- Mappings
- Market Analysis
- Market Coverages
- Market Data
- Market Intelligence
- Market Researches
- Marketing
- Marketing Analytics
- Marketing Automation
- Marketing Platforms
- Marketing Strategies
- Marketing Technologies
- Marketing Tools
- Marketplace Platforms
- Marketplaces
- Markets
- Master Data
- Master Data Management
- Material Handling
- Mathematical Modeling
- Mathematics
- Matrixes
- Measurements
- Mechanical Systems
- Media
- Meetings
- Mentoring
- Mergers And Acquisitions
- Meridians
- Messaging
- Metadata
- Metadata Management
- Metrics
- Microcontrollers
- Microservices
- Middlewares
- Migrations
- Mission Critical
- Mobile Applications
- Mobile Apps
- Mobile Development
- Mobiles
- Model Analysis
- Model Calibrations
- Model Development
- Model Monitoring
- Model Observability
- Model Optimizations
- Model Trainings
- Modeling
- Modeling Tools
- Modernizations
- Modularity
- Monitoring
- Monitoring Services
- Monitoring Tools
- Multi-channels
- Multimedias
- NLP
- Natural Gas
- Negotiations
- Network Architectures
- Network Monitoring
- Network Optimizations
- Network Securities
- Networking
- Neural Networks
- NoSQL
- Notebooks
- Notifications
- OLE for Process Controls
- Object-Oriented
- Observability
- Observability Toolings
- Office Applications
- Office Software
- Office Suites
- Omnichannels
- On Demands
- Onboardings
- Online Learning
- Operating Systems
- Operational Efficiencies
- Operational Excellence
- Operational Metrics
- Operational Practices
- Operational Reportings
- Operational Risks
- Operational Technologies
- Operations Management
- Operators
- Optimization Techniques
- Optimizations
- Options
- Orchestration
- Order Executions
- Order Management
- Organizational Design
- Organizational Development
- Organizational Structures
- Organizational Transformations
- Organizations
- Outils Digitauxes
- Outils Internes
- Packages
- Packaging
- Paid Media
- Patterns
- Pay Per Clicks
- Payment Processing
- Payments
- Payroll
- Performance
- Performance Analysis
- Performance Engineering
- Performance Evaluations
- Performance Improvements
- Performance Management
- Performance Metrics
- Performance Monitoring
- Performance Optimizations
- Performance Testing
- Performance Tracking
- Performance Tuning
- Persistences
- Pharmaceuticals
- Physical Securities
- Pipeline Management
- Pipelines
- Pivot Tables
- Plannings
- Platform Development
- Platform Services
- Platform Strategies
- Platforms
- Policies
- Portables
- Portals
- Power Distributions
- Power Generations
- Power Tools
- Predictabilities
- Predictions
- Predictive Analytics
- Presentations
- Pricing Models
- Pricing Strategies
- Pricing Systems
- Pricings
- Prioritizations
- Privacy
- Problem Resolutions
- Problem Solving
- Process Analysis
- Process Automation
- Process Controls
- Process Design
- Process Documentations
- Process Engineering
- Process Improvements
- Process Management
- Process Mappings
- Process Maps
- Process Monitoring
- Process Optimizations
- Processes
- Procurement Tools
- Procurements
- Product Areas
- Product Costings
- Product Design
- Product Development
- Product Development Lifecycle
- Product Lifecycle Management
- Product Management
- Product Management Tools
- Product Owners
- Product Roadmaps
- Product Strategies
- Product Testing
- Production
- Production Environments
- Production Support
- Production Systems
- Productivity
- Products
- Professional Development
- Professional Services
- Professional Trainings
- Profilings
- Program Management
- Programmable Logic Controllers
- Programming
- Programming Languages
- Progress Reports
- Project Governance
- Project Management
- Project Management Processes
- Project Management Tools
- Project Schedules
- Projects
- Prompt Engineering
- Promptings
- Protection
- Protocols
- Prototyping
- Provisionings
- Proxies
- Psychologies
- Public Key Infrastructure
- Purchasings
- QA
- QA Automation
- QA Process
- Quality Controls
- Quality Management
- Quality Metrics
- Quality Tools
- Rapid Prototyping
- Ratings
- Reactives
- Real Time
- Real-Time Operating Systems
- Real-time Monitoring
- Real-time Systems
- Reasonings
- Reconciliations
- Reconnaissances
- Recordings
- Recruitings
- Recruitment
- Registrations
- Regression Testing
- Regulatory Affairs
- Regulatory Reportings
- Reinforcement Learning
- Relational Databases
- Relationals
- Relationship Buildings
- Relationship Management
- Release Engineering
- Release Governance
- Release Management
- Release Plannings
- Reliabilities
- Reliability Engineering
- Renewable Energies
- Replications
- Reporting And Analytics
- Reporting Dashboards
- Reporting Mechanisms
- Reporting Platforms
- Reporting Systems
- Reporting Tools
- Reportings
- Requirements
- Requirements Engineering
- Requirements Gatherings
- Requirements Management
- Research
- Resiliences
- Resiliency
- Resource Allocations
- Resource Management
- Resource Plannings
- Responsive Design
- Retails
- Reusable Components
- Revenues
- Reviews
- Risk Analysis
- Risk Assessments
- Risk Management
- Robotic Process Automation
- Robotics
- Robustness
- Root Cause Analysis
- Routers
- Routings
- Runtime Environments
- Runtimes
- SQL Databases
- Safes
- Safety
- Sales
- Sales Analytics
- Sales Enablement
- Sales Management
- Sales Productivity
- Sales Tools
- Sales Trainings
- Scalabilities
- Scaling
- Scannings
- Scenario Analysis
- Scenario Modeling
- Scenarios
- Scheduling
- Scorings
- Scripting Languages
- Scriptings
- Search
- Search Engine Optimizations
- Search Engines
- Secure Coding Practices
- Secure Codings
- Security Information and Event Management
- Security Models
- Security Requirements
- Security Solutions
- Security Systems
- Segmentations
- Self Services
- Self-improvements
- Sensors
- Serverless
- Servers
- Service Bus
- Service Deliveries
- Service Desks
- Service Management
- Service Meshes
- Service Operations
- Service Recovery
- Settlements
- Shared Resources
- Shared Responsibilities
- Shells
- Shippings
- Short Message Services
- Simulation Platforms
- Simulation Tools
- Simulations
- Slides
- Smart Homes
- Social
- Social Media
- Software
- Software Applications
- Software Architectures
- Software Configuration Management
- Software Configurations
- Software Deliveries
- Software Deployments
- Software Design
- Software Development
- Software Development Best Practices
- Software Documentations
- Software Engineering
- Software Platforms
- Software Quality
- Software Solutions
- Software Systems
- Software Technologies
- Software Testing
- Software Tools
- Software Version Controls
- Solutions
- Source Codes
- Sourcings
- Spreadsheets
- Stakeholder Management
- Startups
- State Management
- Statistical Analysis
- Statistical Methods
- Statistical Modeling
- Statistical Tools
- Statistics
- Steam Turbines
- Storage
- Strategic Plannings
- Strategies
- Streamings
- Subscription Management
- Subscription Models
- Supplier Contracts
- Supplier Management
- Supply Chains
- Support Systems
- Surveillances
- Sustainability
- Switches
- System Analysis
- System Architectures
- System Design
- System Development
- System Enhancements
- System Implementations
- System Integrations
- System Maintenance
- System Management
- System Monitoring
- System Of Records
- System Performances
- System Requirements
- System Software
- System Solutions
- System Stabilities
- System Testing
- System Tests
- System Updates
- Systems
- Systems Design
- Systems Development
- Systems Engineering
- Systems Integrations
- Systems Management
- Systems Testing
- Systems Thinkings
- Tableaux De Bords
- Talent Acquisition
- Talent Management
- Tasks
- Taxes
- Team Collaborations
- Team Development
- Team Management
- Technical Debt
- Technical Reviews
- Technical Support
- Technical Writings
- Technologies
- Technology Platforms
- Technology Strategies
- Telecommunications
- Telefons
- Telefoons
- Telemetry
- Telewerkens
- Territory Management
- Test Anything Protocols
- Test Automation
- Test Automation Frameworks
- Test Engineering
- Test Environments
- Test Equipments
- Test Executions
- Test Plannings
- Test Strategies
- Test Tools
- Testing Frameworks
- Testing Strategies
- Testing Tools
- Third Parties
- Third-Party Integrations
- Third-party Systems
- Threat Intelligence
- Ticketing
- Ticketing Systems
- Tickets
- Time Management
- Timelines
- Total Rewards
- Tracing
- Tracking
- Trade Restrictions
- Trade Shows
- Tradings
- Trainings
- Transformations
- Transformers
- Transparency
- Transportation
- Travels
- Treasuries
- Troubleshooting
- Tuning
- UI
- UI Components
- UI Design
- UX
- Ui Frameworks
- Unit Testing
- Unixes
- Unstructured Data
- Updates
- Uptime
- Usabilities
- Usability Testing
- User Acceptance Testing
- User Experiences
- User Feedback
- User Guides
- User Interface/User Experiences
- User Interfaces
- Utilities
- VBA
- Validation
- Validation Rules
- Validation Tools
- Valuations
- Value Streams
- Vector Databases
- Vendor Management
- Venues
- Verifications
- Version Controls
- Versionings
- Video Productions
- Videos
- Virtual Trainings
- Visibility
- Visual Design
- Visual Management
- Visualizations
- Voice
- Vues
- Vulnerability Management
- Wallets
- Warehouse Management
- Web Applications
- Web Design
- Web Development
- Web Platforms
- Web Services
- Web Technologies
- Webs
- Wellbeings
- Wi-Fi
- Wins
- Words
- Workflow Design
- Workflow Management
- Workflow Optimizations
- Workflow Tools
- Workflows
- Workforce Development
- Workforce Management
- Working Capital
- Workplace Safety
- Workshops
- Workspaces
Services — Total: 138
- AWS Lambda
- Adobe
- Adobe Captivate
- Adobe Creative Cloud
- Adobe Creative Suite
- Adobe Illustrator
- Adobe Launch
- Adobe Photoshop
- Adobe Premiere Pro
- Airtable
- Amazon ECS
- Amazon Kinesis
- Amazon Redshift
- Amazon SQS
- Amazon SageMaker
- Amazon Web Services
- Asana
- AutoCAD
- Azure DevOps
- Azure Log Analytics
- BigCommerce
- Bitbucket
- Bloomberg AIM
- Boomi
- Box
- Broadcom
- Camtasia
- Canva
- Citrix
- Citrix NetScaler
- Claude
- CloudFormation
- CloudWatch
- Confluence
- Dagster
- Databricks
- DynamoDB
- EC2
- EMC
- Facebook Ads
- Figma
- GCP Cloud Storage
- GitHub
- GitHub Actions
- GitHub Copilot
- GitLab
- Gmail
- Google Ads
- Google Analytics
- Google Apps Script
- Google Cloud Dataflow
- Google Cloud Platform
- Google Drive
- Google Maps
- Google Marketing Platform
- Google Search Console
- Google Sheets
- Google Workspace
- Harness
- IntelliJ IDEA
- International Business Machines
- Istio
- Jira
- Jupyter Notebook
- Knit
- Looker
- MATLAB
- Make
- Meta
- Microsoft
- Microsoft 365
- Microsoft Azure
- Microsoft Defender
- Microsoft Dynamics
- Microsoft Edge
- Microsoft Office
- Microsoft Outlook
- Microsoft Planner
- Microsoft Power Apps
- Microsoft Power Automate
- Microsoft Power Platform
- Microsoft PowerPoint
- Microsoft Project
- Microsoft Teams
- Microsoft Visio
- Microsoft Windows
- Microsoft Windows 10
- Moody's
- MuleSoft
- OpenAI
- Oracle
- Oracle APEX
- Oracle Enterprise Manager
- Oracle Hyperion
- Palo Alto Networks
- Port
- Power BI
- Pulse
- Red Hat Ansible Automation Platform
- Refinitiv Eikon
- SAP
- SAP Ariba
- SAP Commerce Cloud
- SAP HANA
- SAP Integration Suite
- SAP S/4HANA
- SAP Sales and Distribution (SD)
- SQL Server
- Salesforce
- Salesforce Experience Cloud
- Salesforce Flow
- Salesforce Lightning
- Salesforce Marketing Cloud
- ServiceNow
- SharePoint
- Shell
- Shopify
- Snowflake
- SolarWinds
- Solaris Zones
- Splunk
- Spot
- Square
- TIBCO
- Tableau Desktop
- Temporal
- Veritas Cluster
- Veritas InfoScale
- Vessel
- Visualforce
- WebSphere
- Workato
- Workday
- Workday Advanced Compensation
- Youtube
- Zoom
Tools — Total: 60
- Angular
- Apache AGE
- Apache Airflow
- Apache Atlas
- Apache Flex
- Apache Groovy
- Apache Hadoop
- Apache Iceberg
- Apache Kafka
- Apache Olingo
- Apache Parquet
- Apache Phoenix
- Apache Pivot
- Apache Royale
- Apache Spark
- Apache Streams
- Apache Velocity
- Argo
- Buildpacks
- C++
- Celery
- Chef
- Copa
- Docker
- Elk Stack
- Fluid
- Flux
- Git
- Interlink
- Jenkins
- Jest
- K3s
- Kubernetes
- Lean
- Lightning Web Components
- Linux
- MongoDB
- MySQL
- Node.js
- NumPy
- Pandas
- Playwright
- PostgreSQL
- PowerShell
- Pulumi
- PyTorch
- Python
- R
- Radius
- React
- React Native
- Redux
- SOPS
- Scala
- Score
- Selenium
- SonarQube
- TensorFlow
- Terraform
- Wireshark
Standards — Total: 103
- API-First
- Acceptance Criteria
- Accessibility Standards
- Accounting Standards
- Agile
- Agile Delivery
- Agile Methodology
- BLE
- CCPA
- CNCF
- CONTRIBUTING.md
- CONTRIBUTORS.md
- CS
- Capital Requirements
- Certificate Enrolment Protocols
- Consensus
- Cybersecurity Standards
- DOT Regulations
- Data Format
- Data Modeling
- Data Models
- Design Standards
- DevOps
- DevSecOps
- Enterprise Integration Patterns
- FTP
- File Format
- Flowcharts
- GDPR
- Gantt Charts
- GitOps
- Good Manufacturing Practices
- GraphQL
- HTML
- HTTP
- Health Standards
- ISO
- Internal Control Standards
- JSON
- Kanban
- LICENSE.md
- Lakehouse Architecture
- Lean Management
- Lean Manufacturing
- MLOps
- Methodology
- NIST
- Network Protocols
- Normalization
- OAuth
- OSHA
- Object-Oriented Programming
- OpenID Connect
- Process Flow Diagrams
- Product Backlog
- Product Specifications
- Prototypes
- Quality Standards
- RACI
- REST
- Regulation
- Regulatory
- SAML
- SCADA
- SDLC
- SFTP
- SOA
- SOAP
- SQL
- SSL/TLS
- SSO
- Scaled Agile
- Scrum
- Security Protocols
- Security Standards
- Security Standards And Procedures
- Six Sigma
- Sketches
- Software Design Patterns
- Software-Defined Networking
- Specification
- Standard Operating Procedures
- Standardization
- Standards
- TCP/IP
- Technical Specifications
- Technology Standards
- Templates
- Test Cases
- Test Plans
- Test Scripts
- Test Specifications
- Test Suites
- Test-driven Development
- UML
- Use Cases
- User Stories
- VPN
- Waterfall
- Web Standards
- WebSockets
- Wireframes
- XML
Why do we do this?
- Understand the state of the market.
- Meet new and diverse design partners.
- Help us prioritize business capabilities.
Who is this for?
- AI, API, integration and platform leadership.
- The C-Suite looking to navigate their enterprises.
- Analysts and media outlets reporting on technology.
Why become a design partner?
- Collaboration to define your business capabilities.
- Obtain more control over the integrations you have.
- Help shape the Naftiko roadmap to meet your needs.
About This Research
- Signals summarize how we rate overall investments made.
- Areas reveal the technology areas being invested in.
- Services show which services are part their SaaS portfolio.
- Tools highlight the open-source investments being made.
- Standards speak to how aligned integrations are with market.
About This Guidance
- Impact Report outlines the data behind their AI response.
- Impact Summary provides the narrative for their AI response.
- Radar looks at the maturity of the investments being made.
- Capabilities are how Naftiko can help strengthen capabilities.
- Navigation provides handful of areas to consider more investment.