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✨ Grai - Open-source version control for metadata

Grai knows how a database migration will impact deployed ML models, APIs, and more because it understands how data relates across systems.

TL;DR Grai makes developers smarter by bringing metadata from across their stack into their development tools. We make testing data flows between applications painless.

Go to 👉 grai.io

😭 Problem

Tracking (let alone testing) data once it leaves a production environment is challenging. Whether in a data engineers transformation pipeline, an ML model, or the CFO’s metrics dashboard, that data will be used elsewhere. Without visibility on those use cases data changes remain risky and outage prone.

🚀 Solution

Grai is an open-source data management platform designed to help you better use your data.

  • Automated data lineage - Pre-built connectors to keep metadata fresh.
  • Integrated with git - Changing a column in your DB? Run data integration tests for all downstream users as part of your standard CI/CD process.
  • One-stop-shop - A unified model of your entire data stack.
  • Your data belongs to you - Grai is open-source & self-hosted with a cloud option coming soon.

🎉 Closing thoughts (and asks!)

My ask: give it a shot!

~ Ian