You have dbt, MetricFlow, Cube, semantic YAML, or internal metric definitions that deserve a release path.
Pilot
Test rawctx with one package.
Bring one metric, domain concept, or AI workflow. We will package the meaning, publish a versioned package, and test whether it improves consistency across code and AI.
Good pilot fits
Bring one workflow where meaning already drifts.
rawctx is strongest when definitions already live across docs, SQL, dashboards, notebooks, and prompts.
Your team is building an AI analyst, copilot, internal agent, or analytics workflow that needs trusted business meaning.
Subscription billing, revenue operations, customer support, ecommerce, finance, healthcare, and product analytics are all strong starting points.