C1

Data

Where data lives and flows

39

Matrix

S01 Data Infrastructure 23 Matrix

M001Data Warehouses

M002Data Lakes

M003Operational DBs (OLTP)

M004NoSQL Databases

M005NewSQL / Distributed

M006Graph Databases

M007Search & Indexing

M008In-Memory & Caching

M009Multi-Model Databases

M010Analytical Query

M011Processing Frameworks

M012Data Virtualization

M013Streaming Databases

M014Data Ingestion

M015ETL/ELT & Transformation

M016Reverse ETL

M017Event Streaming

M018Pipeline Orchestration

M019Data Mgmt Platforms

M020Backup & Recovery

M021Cloud Compute

M022Cloud Storage

M023Cloud & Data FinOps

S02 Data Governance, Security & Trust 8 Matrix

M001Data Governance

M002Metadata & Lineage

M003Data Quality

M004Data Policy

M005Data & AI Identity

M006Data Privacy

M007Data Classification

M009Data Clean Rooms

S03 Data Products, Marketplaces & APIs 8 Matrix

M001Data Marketplaces

M003Financial & Markets

M004Commerce & Consumer

M005People & Entities

M006Geospatial & Location

M007Air, Space & Sea

M008Supply Chain Intel

M010ESG Data & Intelligence

C2

Intelligence

Where insight is created

46

Matrix

S01 Analytics, BI & Semantic Intelligence 12 Matrix

M001BI Platforms

M002AI Analytics & Insight

M003Data Analyst Platforms

M004Analytics Engineering Tools

M005Data Visualization

M006Semantic Layer & Metrics

M007Enterprise Search Platforms

M008Operational Analytics

M009Product Analytics

M010Customer Data Platforms

M011Log Analytics

M012Decision & Optimization

S02 AI, ML & Model Platforms 29 Matrix

M001AI Developer Platforms

M002AI Frameworks

M003AI Hardware

M004AI Observability

M005AI Safety & Security

M006Vector DBs

M007Data Generation

M008Notebooks

M009Data Science Platforms

M010Enterprise ML Platforms

M011GPU Cloud & Compute

M012Model Ops & AI Infra

M013Model Marketplaces

M014DS Languages

M015Foundation Models

M016Model Training

M017Synthetic Data

M018Model & LLM Eval.

M019Model Inference & Serving

M020LLMOps

M021Feature Stores

M022RAG & Knowledge Orch.

M023Model Gateways & APIs

M024GPU-Accel. Databases

M025Edge & On-Device AI

M026Model Governance

M027Robotics & Embodied AI

M028AI Coding

M029AI-Native Cybersecurity

S03 Data & AI Services 5 Matrix

M001Strategy & Advisory

M002Data Engineering

M003Analytics & Decision Sci

M004AI App Development

M007AI Research Labs

C3

Activation

Where work gets done

38

Matrix

S01 Enterprise Systems & CX 12 Matrix

M001Customer Experience

M002Sales Systems

M003Marketing Systems

M004Go-to-Market Intelligence

M005Workflow Automation

M006Finance Systems

M007Human Capital Systems

M008Legal Systems

M009Regtech & Compliance

M010Procurement & SC

M011IT Operations & SvcMgmt

M012Partnership Mgmt

S02 Automation, Agents & Work Execution 15 Matrix

M001Agent Apps

M002Agentic Orchestration

M003Robotic Process Automation

M004Enterprise Integ. / iPaaS

M005Conversational AI

M007Text Generation

M008Code & Documentation

M009Image Generation

M010Audio & Voice

M011Video Generation

M012Video Editing

M013Presentation & Design

M014Animation, 3D & Gaming

M015Doc Processing

M017Productivity Tools

S03 Vertical Systems & Intelligence 11 Matrix

M001Aerospace & Defense

M002Agriculture

M003Energy & Utilities

M004Finance & Insurance

M005Healthcare Platforms

M006Life Sciences & Clinical

M007Industrial & Logistics

M008Transport & Mobility

M009Retail & Commerce

M010Real Estate

M012Blockchain & Web3