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AI-Powered Scientific Data Management Platform

Your AI is only as good as your data. We make biology data AI-ready.

Versioned, governed biology data in your AWS, ready for your agents.
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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.

Use-cases

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.
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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 >

Security & Compliance

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


Focus on discoveries, not data management


The Quilt Data Platform consolidates raw files, results, and metadata into versioned, searchable assets. Built for life sciences and deployed directly on AWS, Quilt creates a single, trusted data foundation that makes scientific information easier to find, share, and govern.

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Unify Scientific Data Across Every Source

Establish a common foundation for collaboration across teams

  • Consolidate scattered files from S3 buckets, spreadsheets, and tools in Quilt
  • Replace clunky data sharing with Quilt packages, which bundle data + metadata into a single, trusted asset
  • Automatically ingest and structure data from lab tools using APIs and integrations
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Accelerate Scientific Work with Faster Data Access

Quickly find any data you need, directly in Quilt

  • Cut data lookup time by 90% using Quilt's intuitive UI and AI search
  • Browse and interact with S3 data directly in Quilt
  • Track changes and easily reproduce results with comprehensive version history
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Scale Data Management alongside Scaling Science

Optimize data governance with the power of Quilt and AWS

  • Built directly on AWS, combining industry-leading security, performance, and compliance
  • Maintain FAIR, GxP, and regulatory compliance from day one with full audit trails
  • Preserve relationships between experiments and maintain data context over time, helping protect valuable IP
Quilt catalog bucket overview — 117.5 TB, 29.5M objects, 111 versioned packages

Why Quilt

Built for Life Sciences

Supports complex scientific workflows,  handles large-scale data, and integrates with existing lab tools

Fully Integrated with AWS
Deploys natively in AWS, transforming existing S3 buckets into searchable assets that leverage AWS's leading security and performance
AI-Ready Foundation
Provides AI models with a complete, metadata-rich data picture, enabling precise AI-search and easy connection to AI/ML pipelines

The AI-powered Data Platform for Life Sciences

AI-Powered Search

Flexible AI-powered search instantly surfaces structured and unstructured data 

 

Advanced metadata tagging and indexing organizes information to improve search accuracy

Versioned Data Storage
Automatic version tracking keeps a complete history of every dataset

Lineage insights and rollback capabilities ensure reproducibility and maintain data integrity
Embedded Compliance

Fine-grained access controls and audit logs ensure secure collaboration.


FAIR-compliant: Findable, Accessible, Interoperable, and Reusable.

Built for AI

Packages are where AI in life sciences starts

A model is only as good as the data it can find and trust. A Quilt package bundles your data with its metadata and a versioned, cryptographic history. That gives models and agents the context they need, and lets you trace any result back to the exact data that produced it.

Packages you can verify

Data, metadata, and an immutable version history in one addressable unit. Every output traces back to an exact dataset, so it stays reproducible and audit-ready for regulated work.

Qurator: search in plain English

Ask for data the way you'd ask a colleague. Qurator searches your governed catalog and returns the right packages, scoped to what each person is allowed to see. No ontology expertise needed.

Bring your own model (MCP)

Connect Claude, ChatGPT, or any MCP-compatible agent to your Quilt data with per-user OAuth. Models can read, visualize, and build on your data, and they only ever see what that user can.

From instrument to model, your data stays in your AWS account: governed, versioned, and ready to use.

Measured impact

Outcomes teams see with Quilt

90%
faster data lookup
Resilience
3×
NGS analysis throughput
Tessera
Weeks → minutes
from instrument to AI-ready package
30+
biotech & pharma teams
incl. Allen Institute, Inari

Trusted by life-sciences organizations

Data lookups that used to take our scientists days now take minutes, with a single, governed source of truth the whole team can trust.
90% faster data lookup Data Platform team, Resilience
Security & governance

Your data never leaves your AWS account

Quilt runs inside your own cloud, on your controls. The only outbound connection is a license check. Your scientific data never leaves.

  • Runs in your VPCThe full Quilt stack deploys inside your AWS account, in private subnets on your network.
  • Your IAM, SSO & KMSLeast-privilege access through your own identity provider, with encryption keys you control.
  • Full audit trailEvery read, write, and share lands in your CloudTrail, so you can show regulators exactly what happened.
  • Data stays in your S3Packages point to objects in place. The data itself never moves and never leaves your control.
Built for regulated science
SOC 2 Type II HIPAA GxP 21 CFR Part 11 AWS Advanced Technology Partner
Read the security overview

Customer Success

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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No. Quilt deploys into your own AWS account and works with your existing S3 buckets. You keep control of the data, the security policies, and the costs.
No. Quilt sits next to Benchling and your S3 buckets, packaging lab and pipeline data into versioned, searchable datasets that agents, notebooks, and pipelines can reuse.
Quilt sits next to them. Quilt handles file-and-package versioning for scientific data. Databricks and Snowflake handle structured query and analytics. Most teams that use Quilt use at least one of them too.
Quilt Cloud is SOC 2 Type II compliant and runs on HIPAA-eligible AWS infrastructure. Quilt Enterprise deploys into your own AWS account, so it inherits your VPC, IAM, KMS, and CloudTrail controls.
A first POC running in your own AWS account usually takes about a week. The deployment is a CloudFormation template against buckets you already own.
Quilt provides onboarding and account transition support for admin handoffs. You can request a walkthrough for a new admin and we will map your deployment, buckets, and integrations with them in a working session.