Team & Mission.

They rely on stale context and guessed schemas. They silently fan-out revenue numbers, hallucinate columns that were renamed yesterday, and occasionally try to DROP production tables. We've accepted a world where “Please don't drop tables” in a system prompt is considered a rigorous security control. Copilot mode is a stepping stone — not the destination.

You can't deploy autonomous agents without mathematically verifiable guardrails, so we built the Governance Gateway — a 7-layer fail-closed architecture that enforces read-only execution, LIMIT injection, PII redaction, and audit logging — and paired it with a 7-Check Verification Protocol. A dedicated Verifier subagent audits every build (schema, row counts, fan-outs, cardinalities) before a single PR opens.

We tested the architecture against the industry's hardest open benchmark for AI agents navigating real-world dbt repositories. We beat the next closest competitor by over 7 points and proved that when you govern agents with physics instead of prompts, they can safely navigate the most complex enterprise pipelines in the world.

80,000 data teams rely on dbt. As the Fivetran-dbt merger triggers massive market consolidation and Databricks and Snowflake race to bundle the ecosystem, enterprises are actively rejecting single-vendor dependency. While the industry is distracted by 12–18 month M&A integration cycles, we're shipping the alternative: a vendor-neutral, open-source investigation and operations layer.