Quilt blog · Jul 2026
Quilt said Claude Science connected through the Quilt MCP to public Cell Painting data, produced 25 tested hypotheses, and wrote a versioned reproducibility bundle back into Quilt.
Quilt manages data like code so that companies can experiment faster
Public company, workplace, funding, and market signals
Quilt is an AWS-native scientific data management platform for life sciences. It versions S3 data into cryptographic packages with metadata, lineage, search, and AI/MCP support; public materials emphasize reproducibility and governed collaboration. Public traffic and revenue estimates are approximate and vary by source.
Primary product
Quilt Platform
Founded
2015
Headquarters
San Francisco, California, United States
Team size
1-10
Industry
Data Infrastructure and Analytics
Sub-industry
Scientific data management platform
Business model
Stage
Series A
Total raised
$4.3M
Latest round
Series A · Jun 2021
Leadership
CEO
Director of Product
VP Customer & Community
Former CTO / Co-founder
Public materials stress reproducibility, scientific rigor, governed data, customer collaboration, and AI-ready workflows. I did not find a public employee-benefits page.
Compensation
No public salary bands or employee compensation data were found.
Pricing
Per-bucket subscription pricing with enterprise private offers via AWS Marketplace.
Differentiators
Technology
Customers
Competitors
Estimated revenue
about $1M-$2M (public estimates vary)
Estimated monthly visits
104.3K
Traffic estimate as of Jul 2026
Quilt blog · Jul 2026
Quilt said Claude Science connected through the Quilt MCP to public Cell Painting data, produced 25 tested hypotheses, and wrote a versioned reproducibility bundle back into Quilt.
Quilt blog · May 2026
A technical post comparing Quilt’s package-level data versioning to Git/MLflow workflows and describing hash-pinned, reproducible scientific data packages.
Quilt blog · Apr 2026
Explains Quilt’s packaging approach as a persistent context layer for AI workflows and positions Quilt Packages as human- and machine-readable units of context.
LinkedIn · Mar 2026
Company update announcing AI scientific agents in Quilt and positioning its MCP server as production-ready on ECS Fargate.
Quilt blog · Jan 2026
Describes Quilt’s integration with Benchling, AWS, and MCP for cross-assay analysis and AI-assisted scientific workflows.