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Castor: The AI Data Catalog for the Modern Stack
How a 48-person team is fixing data discovery with AI-powered governance
Data catalogs are notoriously clunky, but Castor is betting that AI can make them invisible. With a lean team of 48 and $5.4M in revenue, this French startup is quietly reshaping how engineers find and trust their data assets.
"The real moat isn't just cataloging data—it's making documentation so seamless that teams actually use it."
The Engineer-First Approach
Castor's traffic reveals a telling pattern: 50% comes from organic search, with engineers hunting for specific technical solutions. Top keywords like 'how to get table definition in bigquery' and 'snowflake set variable' show they're solving real pain points, not just marketing fluff. This isn't a tool for data governance officers—it's built for the data engineer who needs answers at 2 AM.
The AI Governance Play
While traditional catalogs require manual documentation, Castor's headline 'Data governance powered by AI' signals a shift. Their approach likely automates metadata extraction and relationship mapping—critical in an era where data volumes outpace human documentation capacity. With 23 technologies detected, including Google Analytics and Hotjar, they're aggressively tracking user behavior to refine this AI edge.
The company's structure reveals its priorities: a strong technical founding team (CTO Amaury Dumoulin, CPO Arnaud Turckheim) paired with CEO Tristan Mayer. Their LinkedIn presence and Twitter (@castordoc_data) show active community engagement, but the real signal is in their traffic sources. Direct traffic at 37% suggests strong brand recall—users are actively seeking them out, not just stumbling upon ads.
- AI-powered documentation reduces manual overhead for data teams
- Strong technical founder DNA with engineering leadership
- High direct traffic indicates product-market fit and brand loyalty
- Focus on modern data stack (BigQuery, Snowflake, Databricks integration)
The Quiet Data Catalog Revolution
Castor isn't trying to be everything to everyone—they're betting that AI can make data governance invisible, and the numbers suggest they're onto something.
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Catalog - Bring trust and visibility to your data
Find, Understand, Use your data assets. With Catalog, your data is well documented and discoverable by everyone on your team.
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About castordoc.com
Find, Understand, Use your data assets. With Catalog, your data is well documented and discoverable by everyone on your team.
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Technology Stack
castordoc.com uses 23 technologies across their website including Google Fonts, HSTS, reCAPTCHA, Webflow, and more.
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Google Fonts
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HSTS, reCAPTCHA
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Webflow
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Amazon Web Services, AWS CloudFront, Cloudflare
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DoubleClick Floodlight, LinkedIn Insight Tag, Google Ads, Facebook Pixel
Traffic & Audience
castordoc.com receives approximately 42.4K monthly visitors and ranks #722,526 globally. The website has a bounce rate of 40% with visitors viewing an average of 2.1 pages per visit. Users spend an average of 0:23 on the site.
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