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AI-Ready Data Platform

The data platform for AI-ready science

Turn scientific data in Amazon S3 into versioned, AI-ready packages — inside your own AWS account.

Scientific data is scattered across instruments, spreadsheets, and hard drives, and it loses rigor the moment it leaves the lab. Quilt is a data management and governance platform that turns your data in S3 into versioned, governed packages your teams can find, trust, and reproduce — so your data never leaves your control.

Explore Pricing
Open Source

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See it in action

One platform, every step from instrument to model

Search, browse, version, govern, and build on your scientific data — all inside your own AWS account. Hover or scroll to watch each capability come to life.

01 Qurator AI assistant

Ask for data in plain English

Qurator lives in the catalog. Ask a question and it finds the right packages, reads their metadata, and answers with links you can open. It only sees what you can see.

  • Searches packages, metadata, and file contents at once
  • Answers cite the exact package and version they used
  • Scoped to each user's permissions, so a person only gets results they're allowed to open
02 Package catalog

Browse your data like objects in S3, with context

Every package is a self-contained unit: data, a README, rich metadata, and previews. Explore the tree, read the docs, and see exactly what's inside before you pull a byte.

  • File tree, README, and key/value metadata in one view
  • In-browser previews for images, tables, and notebooks
  • Backed by your own S3, so the data never moves
03 Versioning & lineage

Every change tracked by a content hash

A package is immutable and verifiable. Browse the full revision history, diff any two versions, and reproduce any prior state. It's audit-ready for GxP and 21 CFR Part 11.

  • A cryptographic hash for every revision, so tampering shows
  • Permanent URIs resolve to an exact dataset, forever
  • Reproduce or revert to any point in history
04 Bring your own model (MCP)

Connect Claude, ChatGPT, or any MCP agent

Agents read, visualize, and build on your data through the Model Context Protocol. Each one authenticates with per-user OAuth, so every answer stays inside that user's permissions.

  • Per-user OAuth: the agent inherits your access and nothing more
  • Answers cite the exact package version they used
  • Your data never leaves your AWS account
05 Governance & audit

Role-scoped access with a full audit trail

Quilt runs in your VPC and enforces your IAM, KMS, and CloudTrail. Permissions are scoped by role, and every read, write, and share is logged so you can show regulators what happened.

  • Fine-grained, role-based access control via AWS IAM
  • Immutable audit trail of who did what, when
  • Your keys, your VPC, your logs, always
06 Visualizations

Explore results without leaving the catalog

Render image galleries with fast downsampled previews, interactive dashboards, and the Perspective data grid, all right next to the package and anchored to a version.

  • Fast image galleries with on-the-fly downsampled previews
  • Charts and dashboards driven by package metadata
  • Perspective grid for pivoting large tables in-browser
Request a live demo
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
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

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.

Enterprise Installation Process

Our streamlined installation process gets your team up and running with Quilt in your AWS environment quickly and securely.

1

Complete Installation Form

5 minutes

Complete Installation Form

Fill out our installation form with your company info, AWS account details, and deployment preferences. We'll capture your technical requirements and SSO preferences.

2

AWS Marketplace Private Offer

24 hours

AWS Marketplace Private Offer

Receive a customized marketplace private offer with pricing based on your requirements, contract terms, and direct AWS billing integration.

3

Infrastructure Deployment

48 hours

Infrastructure Deployment

Get your customized CloudFormation or Terraform template with all necessary AWS resources and configurations ready for deployment.

4

Support & Assistance

Ongoing

Support & Assistance

Get ongoing support through our dedicated channels including technical assistance during deployment and post-deployment configuration help.