FEATURED DOSSIER
Featured article
Four layers that turn fluent output into grounded, traceable, and controllable answers.
RAGGovernanceEvaluation
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AI OBSERVATORY / 28
Artificial intelligence articles
Find practical AI guides and analysis in one place.
Topic map
Start with the problem
Filters organize insights by decision—from agent design to data readiness and risk management.
AI AGENTAuthority
How far should an intelligent agent be allowed to act?
A framework for tools, action ceilings, human approval, and event logging.
RAGQuality
Seven signs of an AI-ready knowledge base
Ownership, versions, metadata, access policy, and precise citation.
GOVERNANCERisk
What should enterprise AI event logs retain?
Balancing auditability, privacy, and the operational cost of retention.
ADOPTIONChange
Why successful pilots do not always earn adoption
Process ownership, user enablement, and clear measures in the path from demo to product.
EVALUATIONAgents
Agent evaluation is not the same as model Q&A.
How to measure tool success, action sequence, safe stopping, and outcome quality.
DOCUMENT AIDocuments
Tables, appendices, and images: document AI blind spots
Why simple text extraction is not enough for many enterprise documents.
Decision gateway