How they finally see
Empowering startups to Fortune 500 companies
What our customers say
We realized we were solving a problem we shouldn't be solving. With DataChain, what used to require data engineers is now handled seamlessly by researchers - and the whole team moved to the next level.
Yoni Svechinsky
Director of Research | brain.space
What surprised me was how easily researchers adopted DataChain - data tools are usually hard for non-engineers. What surprised me more was when hardware and QA started asking for access too.
Sharon Kohen
Principal Data Engineering | brain.space
DataChain added real value to our workflows - versioned datasets, automated ETL, and MLOps, all in Python. If you need a data management layer on top of cloud storage, give it a try.
Nikhilesh Saggere
Lead Engineer | Alps Alpine Europe
Distributed Python over your files
Read, transform, and save data at scale. In your own cloud (BYOC).
import datachain as dc
(
dc.read_storage("s3://acme-robots/runs/**/*.mp4")
.filter(dc.C("file.size") > 1000)
.settings(parallel=8, prefetch=5, workers=700)
.map(obstacles=detect_obstacles)
.save("obstacle_detections")
)What they can finally do.
Researchers find work, not files.
Search by schema, statistics, or LLM summary. Last quarter's labeled dataset is one prompt away — not days of Slack archeology to find who built it.
Agents reuse, not regenerate.
Claude Code, Cursor, and Codex read schemas, previews, and lineage before generating code, turning hours of recompute into a single read.
Recall replaces recompute.
Read a summary: $0.0001. Run a query: $0.20. Both instant. Recompute from raw files: $100 and three hours of wall-clock — a day gone.
Every result is reproducible.
Each .save() records source code, inputs, author, and time. Re-running a six-month-old experiment is one line of Python — not weeks of forensics.
Open source to start. Studio to scale.
Trusted partners with global industry leaders
Your data never leaves your cloud.
Your Cloud
- Data stays in your S3/GCS/Azure bucket
- Compute runs in your VPC (BYOC)
- No data copying or egress
- You control access and encryption
DataChain
- Metadata and lineage
- Control plane, not data plane
- Role-based access and audit logs
- SSO & SAML integration
Compliance
- SOC 2 Type II certified
- GDPR-ready data processing
- On-prem deployment available
- Enterprise security reviews