AI & Data Leaders
Make the case for agents that actually reach production.
Inside the report:
- The ROI number behind the agentic AI value gap
- The 2027 accuracy and cost planning assumption
- What to budget beyond the platform license
GARTNER® MARKET OVERVIEW FOR AI CONTEXT PLATFORMS
Context leads to 80% higher agentic accuracy and 60% lower cost
Fewer than 1 in 10 agentic AI projects captures strong ROI, says Gartner. Read their first guide to building production-ready AI with context, free.
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“AI context platforms are the most critical enabling tech for 2027.”
Gartner, Emerging Tech Impact Radar: Generative AI, August 2026
INSIDE THE REPORT
The anatomy of an AI context platform
01
DEFINITION
What counts as a context platform?
What role do semantic layers, ontologies, and knowledge graphs play in an AI context platform, and how are they different?
02
CAPABILITIES
What features should every AI context platform have?
Should knowledge ingestion and context mining be automated? How is context delivered at runtime through open protocols? Can context be versioned? This is your evaluation checklist.
03
VENDORS
What does the context market map look like?
Who are the vendors in play, and where did each start? Atlan is among the leading vendors named, voted the top emerging context solution at the Gartner D&A Summit.
WHO IT’S FOR
Written for the people answering for AI results
INDUSTRY RECOGNITION
Recognized across Gartner and Forrester
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Keep learning with Atlan
More research and guides on giving AI agents the context they need.
WTF Is the Context Layer?
The definitive explainer on what the context layer is, how to build one, and why it decides whether agents reach production.
Read the e-book→
The CIO's Guide to Context Graphs
How CIOs are architecting context graphs as the connective tissue between fragmented data systems and fragmented agents.
Read the guide→
Inside Atlan AI Labs and the 5x Accuracy Factor
The research behind the 5x agent accuracy improvement, and what it takes to reach it through context quality, not bigger models.
Read the e-book→
The enterprise context layer — 53+ resources
The complete resource hub: what the layer is, why AI agents need it, and how teams implement it.
Explore the hub→
AI Broke the Data Stack: Predictions for 2026
Predictions for how the modern data stack is rebuilt for AI.
Read the e-book→
WTF Is the Context Layer?
The definitive explainer on what the context layer is, how to build one, and why it decides whether agents reach production.
Read the e-book→
The CIO's Guide to Context Graphs
How CIOs are architecting context graphs as the connective tissue between fragmented data systems and fragmented agents.
Read the guide→
Inside Atlan AI Labs and the 5x Accuracy Factor
The research behind the 5x agent accuracy improvement, and what it takes to reach it through context quality, not bigger models.
Read the e-book→
The enterprise context layer — 53+ resources
The complete resource hub: what the layer is, why AI agents need it, and how teams implement it.
Explore the hub→
AI Broke the Data Stack: Predictions for 2026
Predictions for how the modern data stack is rebuilt for AI.
Read the e-book→
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