I built an AI audit tool for Metabase

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Hey community,

I'm a fractional CDO and over the past year I've worked inside several Metabase instances. Every time, the same pattern: 200+ questions, nobody knows what's still used, metrics defined 4 different ways, entire business areas with zero coverage.

I automated that audit workflow into a tool: MetaLens

What it does:

  1. X-Ray Scan - scans your instance, finds duplicate questions/dashboards, stale content, gives a health score
  2. Gap Analyzer - maps what's missing based on your business type (e-commerce, SaaS, marketplace)
  3. AI Chat - reads your latest scan, returns a ranked cleanup plan with specific card IDs
  4. Metric Tree - visualizes how your metrics connect to business outcomes

Built on top of Metabase's public API. Read-only access, nothing touches your data.

First scan is free. Would love feedback from people who've dealt with messy Metabase instances - especially around the duplicate detection logic, curious how it holds up on other setups.