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Agent-Ready Data Platform

Transform Data Chaos into Scientific Clarity

Quilt makes biology data agent-ready — versioned, permissioned, and API-accessible. Your agents consume governed data directly from your AWS.

Open Source
Platform
Built for R&D IT
Maintain full control over data while providing self-service data access • Deploys in Customer AWS Accounts with Infrastructure as Code (CloudFormation or Terraform)Governance built on IAM & SSOReplace expensive data stores with Amazon S3
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Connected Lab
Put instrument data into the hands of your scientific teams quickly.
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Computational Biology

Build repeatability into next-generation sequencing and omics pipelines, quickly.

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Connected Lab

Put instrument data into the hands of your scientific teams quickly.

Explore Further >
aws partner

Quilt is an Advanced AWS Technology Partner

Quilt Data is an AWS Advanced Technology Partner. Quilt brings seamless collaboration to Amazon S3 by connecting people, pipelines, and machines using visual, verifiable, versioned data packages. Amazon Web Services provides secure, cost-effective, and scalable big data services that can help you build a Data Lake to collect, store, and analyze massive volumes of heterogeneous data.

Computational Biology
Build repeatability into next-generation sequencing and omics pipelines, quickly.
Learn More
Connected Lab
Put instrument data into the hands of your scientific teams quickly.
Learn More
Computational Biology

Build repeatability into next-generation sequencing and omics pipelines, quickly.

Explore Further >
Connected Lab

Put instrument data into the hands of your scientific teams quickly.

Explore Further >

Trusted by Leading Organizations

Security & Compliance

  • AWS Advanced Technology Partner
  • HIPAA-eligible
  • SOC 2 Type II
  • GxP-ready

The bottleneck isn't your model. It's the data underneath it.

You gave your agent access to raw S3. It hallucinated. Your scientists stopped trusting it. Quilt fixes the data layer, not the model.

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API-first for agents

Every dataset accessible via Python SDK and REST API

  • Agents query governed data directly — no ETL, no exports, no CSV downloads
  • Quilt's MCP server gives Claude, Cursor, and custom agents structured access
  • One tool call to query packages, check versions, and pull lineage
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Versioned and permissioned

Agents consume pinned versions with controlled access

  • Deterministic version hashes with schema-enforced, human-verified metadata
  • Permissions control which agents access which data — full audit trail
  • Agents verify data exists at the right version before launching pipelines
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Your AWS, your agents

Data and compute stay in your perimeter

  • Quilt deploys in your VPC — no data leaves your AWS account
  • Agents identify and reuse existing processed datasets — no redundant compute
  • Governed data layer that scales with your AI/ML infrastructure
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Why AI teams add Quilt

API-first data access

Every dataset accessible via Python SDK, REST API, and MCP server. Agents query governed packages directly — no ETL step, no CSV exports, no manual handoff.

Deterministic version hashes
Every package version has a cryptographic hash and metadata set by human scientists. Agents pin to a specific version — no stale data, no silent changes under them.
Check before rerunning
Agents query Quilt to see if the processed output already exists at the right version. No redundant pipelines, no wasted GPU hours.

How it works

MCP server

Open-source MCP server gives Claude, Cursor, and custom agents structured access to biology data. Search, version-check, pull lineage — one tool call.

Governed ML datasets
Agents consume versioned, permissioned data. Full audit trail of every agent query — know exactly what data your models used.
Human-verified metadata

Metadata set by scientists, not generated by AI. Schema-enforced, human-verified context that reduces hallucination in downstream results.

Teams building on governed data

Weeks to minutes on data accessResilience
Resilience, Director of Digital R&D

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3x faster NGS analysisTessera
Tessera Therapeutics

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A unified home for research dataEntact Bio
Entact Bio

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