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Tensorlake

Parse documents like a human & build Python-based workflows

Tensorlake Cloud is a platform for document ingestion and data orchestration. Parse real-world documents with human-like layout understanding and build Python-based workflows at scale and ready for production.

Top comment

Hey Product Hunt 👋

We built Tensorlake Cloud because we kept seeing LLM apps and AI agents fail; not because of the models, but because of the data.

Enterprise documents are messy. A single page of a dense document might contain:

  • Metadata

  • Tables

  • Key-value fields

  • Visual indicators like strike-throughs or signatures

And that same information might be found in documents with slightly different layouts.

Not just another parser.


Tensorlake parses documents the way a human would: breaking them into semantic segments and applying specialized models per region, not just across the entire page. Then we let you build durable, Python-based workflows to automate processing on our managed GPU infrastructure.

  • A layout-aware document ingestion API that outperforms legacy tools on OCRBench v2 and RAGAS

  • A serverless orchestration engine that automatically scales and keeps pipelines fresh

It’s already running in production at hedge funds, utility companies, and fast-growing fintechs

We’re proud of the accuracy, developer experience, and the real impact it’s already having.

Read the announcement blog post

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Would love your feedback, questions, and support. Thanks for checking us out!