The data spine that agents and analysts run on. Built once, governed properly, and used as a product rather than a project.
Open table formats, contract-driven pipelines, and a governance model that survives a re-org.
Domain-owned data products with SLAs, owners, and a published API — not a bundle of dashboards.
What exists, what it means, and where it came from — answered for engineers, agents, and auditors alike.
From the warehouse you have to the platform you need, on a cadence that doesn't break the BI calendar.
Replaced six fragmented data estates with one platform — paying back inside the migration year.
We default to open formats. Proprietary tools are fine where they earn it; we don't lock customers into them by accident.