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AI & Data Engineering
Agentic AI, applied machine learning, data products, analytics engineering, model engineering, and the practices that turn data into reliable decisions.
Data Platforms & MLOps
Lakehouses, streaming, vector search, feature stores, model serving, evaluation, observability, and lifecycle platforms for production AI.
AI Security & Governance
AI safety, privacy, compliance, policy, lineage, evaluation, resilience, and trust mechanisms for responsible production systems.
Developer AI & Delivery
AI-assisted engineering, coding agents, delivery workflows, automation, testing, and observability that help teams build data and AI systems faster.
- New in this version
- Recently changed
- Unchanged
- Removed in this version
- Quadrant 1Show
AI & Data Engineering
- Adopt
- Trial
- Assess
- Hold
10 entries retired from this quadrant
- Agent2Agent Protocolsuperseded
- Agentic Workflows with Typed Toolssuperseded
- Bespoke ETL Scriptsno longer tracked
- browser-use and Stagehandno longer tracked
- DataHub and OpenMetadatasuperseded
- LLM Evaluation Using Semantic Entropyno longer tracked
- Mem0superseded
- PageIndexsuperseded
- Prefect 3superseded
- Standalone AutoML Platformssuperseded
- Quadrant 2Show
Data Platforms & MLOps
- Adopt
- Trial
- Assess
- Hold
5 entries retired from this quadrant
- Quadrant 3Show
AI Security & Governance
- Adopt
- Trial
- Assess
- Agent Governance Toolkit
- AI Control Protocol Evaluation for Untrusted AgentsN
- AI Security Platforms
- asago
- Confidential Computing for AI
- Differential Privacy
- Digital ProvenanceC
- Garak
- Governed Model Context Protocol Servers
- ISO/IEC 42001
- MITRE ATLAS
- OWASP MCP Top 10
- PyRIT
- Role-Based Contextual Isolation in RAG
- Singapore Agentic AI Governance
- Toxic Flow Analysis for AI
- Hold
- Quadrant 4Show
Developer AI & Delivery
- Adopt
- Trial
- Assess
- Agent SkillsC
- Agentic Test AutomationN
- Agentic Vulnerability Research for CodeN
- CodeScene
- Coding Agent Trajectory Evaluation
- Gemini CLI
- Git AI
- Google Antigravity
- Google Jules
- kagent
- Lovable, Bolt, and v0
- Mutation Testing with AI
- OpenAI Codex
- OpenCode
- Replit Agent
- Sandboxed Browser Agents
- Spec-Driven Development
- SWE-agent
- Warp
- Hold
10 entries retired from this quadrant
- Agent Gateway Triple Gatesuperseded
- AI Test Generationsuperseded
- Argo CD and Flux GitOpssuperseded
- Backstage AI Pluginssuperseded
- Bespoke Agent Framework Lock-Insuperseded
- Blind LLM-as-Judge Scoringno longer tracked
- Claude Code Plugin Marketplacesuperseded
- Cline and Roo Codesuperseded
- Figma Makesuperseded
- Pi Coding Agentsuperseded
Consulting
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AI Trainings
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