How KOHO built a Claude-powered self-serve analytics tool on years of dbt governance
KOHO explains why AI self-serve analytics needs a strong data culture and a governed dbt foundation first.
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KOHO explains why AI self-serve analytics needs a strong data culture and a governed dbt foundation first.
Ecolab and Datafold used an AI migration agent to rebuild a decade of tangled Snowflake logic as clean, documented dbt models.
Under Armour turned Snowflake AI agents into dbt models, giving every agent the same review and CI process as every table.
AI agents need governed context, not just more data, to be trusted.
KOHO explains why AI self-serve analytics needs a strong data culture and a governed dbt foundation first.
dbt v2 bundles adapters, speeds up parsing, and replaces manifest.json with smaller, queryable files for people and AI.
We ran one AI skill 80 times against four context sources. Engineered summaries cut cost 48.5% and run time 43.2%.
Careem's AI agent writes and validates dbt models end to end before a human ever reviews the PR.