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PartnersAll 4 Context Layers · 20 Checks
Is your data estate AI-agent ready?
20-point checklist across all 4 context layers. Get a readiness score, see exactly which gaps will block your agents, and get a prioritized fix list — in 3 minutes.
4 layers
of context agents need to work reliably
Schema · Lineage · Semantic · Operational
90%
of AI pilots never reach production
Missing context is the #1 reason
20 checks
across all four context layers
~3 minutes to complete
Schema ContextTables, columns, types, keys
Lineage ContextSources, transforms, dependencies
Semantic ContextDefinitions, glossary, ownership
Operational ContextFreshness, quality, access policies
Takes ~3 minutes · 20 checks across 4 layers · No signup to see results