Verified Data Models
Data models (reusable SQL definitions, formerly called data sets) can now be marked verified — a governance flag that tells both your team and our AI which definitions are the maintained, trusted source of truth.
What the verified flag means
A verified data model is one that CorralData (or your data lead) maintains as the approved definition of that data — your revenue model, your appointments model, your marketing-spend rollup. Unverified models are still useful for exploration, but they're someone's working copy, not the standard.
Why it matters for AI answers
AskCorral and the CorralData MCP server prefer verified data models when answering a question. If a question can be answered from a verified model, the AI grounds its answer there instead of hand-writing fresh SQL against raw tables — so two people asking the same question get the same number, computed the way your organization defined it.
When an answer is grounded this way, AskCorral surfaces the provenance — which governed metric or data model the answer was computed from — so you can trust it and reconcile it.
What this protects against
Without the flag, an edited or experimental copy of a dataset could silently become the source for an AI answer. With it, unmaintained copies can't pollute your numbers: the verified definition wins.
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