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Lamin — Open data platform for science

pip install lamindb to trace, query & govern multimodal data in bio/AI

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YC · launched Oct 22, 2026 · 5 upvotes (top 78%) · 0 views

Niche: computational biology and chemistry software · 119 launches, 7 in the last 7 days ▲ +17% · Explore this niche →

Category and tags

  • Healthcare
  • Data infrastructure
  • Developer
  • AI feature
  • Commercial product
  • Developer Tools
  • Machine Learning
  • Biotech
  • Open Source
  • Data Engineering

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Could you build this?

No Lamin needs deep bioinformatics expertise to support formats such as AnnData, SpatialData and Zarr, ontology registries and lineage-aware lakehouse semantics for scientific data. Scientific users must also trust its correctness and governance.

What it would actually take: A real version requires an architecture that combines a Postgres or SQLite metadata layer, versioned object storage and a Python ORM with git-like branching for datasets. The hard parts are domain-specific: biological file format readers, curated ontologies and biomedical lineage, which need scientists who understand the data. Building it well is a multi-year effort for a team with computational biology and data-infrastructure experience.

Competitors

Other products that read as similar to this one : 642 launches clear the similarity bar, closest 8 shown.

Attention rank: #493 of 643 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 352 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.