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Data & AnalyticsSprint · 2–4 weeksSubscription · $299/mo

Metric Registry With Drift Alerts

Someone changed what 'active user' means. Everyone finds out the same day.

Who hurts

Data teams at 50–500 person companies with more than one BI tool.

The problem

The same metric is defined four times across dashboards, and the definitions drift. Meetings become arguments about whose number is right, and the data team's credibility erodes.

What you build

Parse the SQL behind every dashboard, cluster near-identical metrics, surface the conflicts with both definitions side by side, and alert when a definition changes under a published dashboard.

Why now

SQL parsing plus semantic comparison finally makes 'these two metrics are almost the same' detectable rather than folklore.

Validate it this week

Run the parser over one company's BI export and show them their four definitions of revenue. The room goes quiet — that's the sale.

Why you'd keep winning

Parser coverage across BI tools and warehouse dialects. Tedious, cumulative, and hard to catch up on.

The honest risk

dbt and the semantic-layer vendors are moving into this space. Be the tool for companies who never adopted a semantic layer.

AI tools that help you build it

The prompt is written to make an AI argue with you before it writes code — that first round of pushback is worth more than the scaffold.