MetaLens
AI agents that audit your Metabase instance and find what's broken
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What is MetaLens?
MetaLens is an AI-powered audit and governance tool designed specifically for Metabase instances. Built by Valiotti Data and an Official Metabase Partner, it connects to your existing Metabase instance and processes metadata to generate comprehensive audits in minutes what would traditionally take weeks of manual work.
The tool features eight AI agents that perform multiple functions: scanning dashboards to flag duplicates and dead content, mapping business areas with zero analytics coverage, showing how KPIs actually connect, answering data questions in plain English without SQL, performing X-ray scans to understand instance health, creating metric trees to visualize business metrics, providing AI chat for query improvement suggestions, and identifying the most valuable tables. It generates a health grade for your Metabase instance with a full breakdown of what needs fixing in about 90 seconds.
MetaLens is designed for data teams, analytics engineers, Metabase administrators, and businesses using Metabase as their BI tool. It helps scales tech companies clean up their Metabase instances, improve data governance, eliminate duplicate content, and understand analytics coverage gaps across business areas.
The tool processes only metadata from your own Metabase instance—you connect your own instance and MetaLens never accesses your actual data. It is particularly valuable for organizations that have accumulated messy Metabase instances over time with duplicate dashboards, stale content, and unclear metric definitions.
MetaLens pricing
Pricing model: Freemium
Three tiers available: Free plan with no credit card required, Pro plan for individual users, and Team plan for organizations. Free tier includes basic X-ray scan functionality. The free plan allows you to connect and get initial findings without payment. Pro and Team tiers include advanced features like AI chat, metric tree creation, and comprehensive governance tools. Exact pricing amounts are not publicly disclosed on the website.
MetaLens pros
- Audits Metabase in 90 seconds instead of weeks
- Seven to eight specialized AI agents for different tasks
- Free tier available with no credit card required
- Scans thousands of questions and dashboards quickly
- Flags duplicate dashboards and dead content automatically
- Maps analytics coverage gaps across business areas
- Shows real KPI connections and relationships
- Answers data questions in plain English without SQL
- Generates health grade with actionable breakdown
- Creates metric trees for business understanding
- AI chat helps improve existing queries
- Identifies most valuable tables in your database
- Built by Official Metabase Partner
- Only processes metadata, not actual data
- Works with any Metabase instance including self-hosted
- X-ray scan shows instance health and recommendations
- Clean up Metabase in minutes not days
MetaLens cons
- Only works with Metabase, not other BI tools
- Requires connecting your Metabase instance
- Free tier has feature limitations
- Does not access or analyze your actual data
- May not catch all custom metric issues
- Team plan pricing not clearly disclosed
- New tool with limited long-term track record
- AI recommendations may need manual verification
- Limited to Metabase metadata analysis only
Frequently asked questions about MetaLens
What is MetaLens?
MetaLens is an AI-powered audit and governance tool for Metabase instances. It connects to your Metabase and uses eight AI agents to scan dashboards, flag duplicates, map analytics coverage gaps, show KPI connections, answer data questions in plain English, and generate a health grade with recommendations in about 90 seconds.
Is MetaLens free?
Yes, MetaLens offers a free tier with no credit card required. The free plan includes basic X-ray scan functionality to understand your Metabase instance health. Pro and Team plans are available for users who need advanced features like AI chat and metric tree creation.
How does MetaLens work?
You connect your Metabase instance to MetaLens. The tool processes only metadata from your instance (not your actual data) and uses eight AI agents to scan questions, dashboards, and metrics. It generates a health grade, flags duplicates and stale content, maps coverage gaps, and provides recommendations in 90 seconds to 5 minutes.
Is my data safe with MetaLens?
Yes. MetaLens only processes metadata from your Metabase instance—it never accesses your actual data. You connect your own Metabase instance and the tool analyzes dashboard structures, query definitions, and metadata to generate audits and recommendations.
What is the X-ray scan feature?
The X-ray scan is MetaLens's core feature that allows you to understand the health of your current Metabase instance. It scans all questions and dashboards, generates a health grade, identifies duplicates and dead content, maps analytics coverage gaps, and provides recommendations for improvements.
What is the metric tree feature?
The metric tree is a feature that creates a visual hierarchy of all metrics within your business. You can name the metric tree and add specific context. Once created, you can view specific metrics, see how they were calculated, understand their sources, and view their definitions. It essentially acts as a comprehensive metric catalog.
Can I chat with MetaLens about my queries?
Yes, MetaLens includes an AI chat feature that allows you to add context to your gap analysis, X-ray scans, or specific Metabase queries. You can ask preset questions or custom questions about your queries, such as how to improve them, what the main components are, or how to make them better.
Who built MetaLens?
MetaLens is built by Valiotti Data and operated by Nick Valiotti ([email protected]). It is built by an Official Metabase Partner. Nick Valiotti has audited Metabase instances for 15+ clients and automated the process into MetaLens.
Does MetaLens work with self-hosted Metabase?
Yes, MetaLens works with any Metabase instance including self-hosted instances. You connect your own Metabase instance and MetaLens processes the metadata regardless of where your Metabase is hosted.
How fast is the MetaLens audit?
MetaLens generates a full audit in about 90 seconds to 5 minutes. In one real-world example, it scanned 1,798 questions across 26 dashboards in 90 seconds. You connect once and get findings with a health grade and full breakdown of what's broken in under 2 minutes.