Documentation
Start here if you are new. API reference for developers lives at /api/reference.
First 15 minutes (new account)
Upload-only today — no warehouse connectors required. Start with a CSV you are allowed to use. Fair-use caps are on pricing.
- Register — Create a free account (no card).
- Upload — Ingestion: choose a
.csvfile (under 100 MB). - Pipeline — Pipeline: run a job on that file (quality or transform steps you need).
- Track jobs — Jobs: confirm status completed and open logs if something fails.
- Optional — Lineage for OpenLineage view · ML Studio after you have a labeled CSV.
Stuck? Support · hello@datakru.com
FAQ — beta basics
Short answers for new accounts. Limits update with notice; see Terms and pricing.
What file types work?
Upload-first today. Best path: .csv. Also supported on many jobs:
.xlsx / .xls, .parquet, and .json.
Start with a CSV you are allowed to use — nothing sensitive you should not put in a free beta.
What are the fair-use limits?
Caps on upload size, storage per account, concurrent jobs, and jobs per day keep the shared platform stable. Current numbers are listed below under fair-use limits and on pricing. Hitting a limit returns a clear error, not a silent failure.
What’s in the free beta?
- One account per person — register, upload, run quality / pipeline / jobs, view lineage and ML Studio.
- Manual job runs — you trigger pipelines when you want them.
- Honest limits enforced in product (fair-use).
What’s not shipped yet?
- Team RBAC / shared workspaces — don’t share passwords; one login each.
- S3 / Postgres connectors — upload files for now; connectors are on the roadmap.
- Scheduled pipelines (cron) — UI is manual-only in beta.
- 24/7 SLA — enterprise work is a consulting sprint, not a product SLA.
How do I get help?
Support · hello@datakru.com (weekday replies within 48h when we can). Architecture sprint: pricing.
Product and roadmap
- GTM and 1-year plan (in repo):
roadmap/README.md - Data & ops spec:
docs/DATA_AND_OPS_SPEC.md - Agent roadmap:
docs/DATA_AGENT_ROADMAP.md - ML OSS stack:
docs/ML_OPENSOURCE_STACK.md
Deploy and run
docs/DEPLOY_QUICK.md·docs/DEPLOY_WORKFLOW.mddocs/DEPLOY_RELEASE_CHECKLIST.mdk8s/README.md
Free beta — fair-use limits
Core tools are free during beta. These caps prevent abuse and keep the shared platform stable. Limits may change with notice; see also Terms.
- Max upload size: 100 MB per file
- Storage per account: 2 GB total (uploads)
- Concurrent jobs: 2 running at a time
- Jobs per day: 50 created per 24 hours
Need higher limits? Contact support or email hello@datakru.com.
Support
Enterprise architecture sprint: pricing · aditya.padhi@datakru.com