How Orchestrate works — end-to-end
Daily loop in the UI. Why the product exists: Overview.
Step by step
A. Get in
Sign in to Studio → marketplace → Orchestrate. Confirm Healthy and the correct project.
B. Define the job
Pipelines → + Create Pipeline → name, optional description, Manual, tick the stages. Later stages need the earlier ones.
C. Run
Run Pipeline → select pipeline → Upload CSV (with label) → Run pipeline. Wait until Run History shows Success.
D. Use the model
Predict with new rows (no label). Artifacts to download the saved model or monitor file.
E. Check usage
Metrics, Audit Logs, Administration.
Words you will see
| Word | Meaning |
|---|---|
| Pipeline | Named job (example: claim-risk) |
| DAG ID | Scheduler name, usually the same as the pipeline |
| Stages | Ingest, Train, Validate, Deploy, Monitor |
label |
Target column in the training CSV |
| Artifact | A stored file (model, CSV, …) |
| Registered | Pipeline exists and is ready to run |
If a run stays queued a long time, wait and Refresh. See Troubleshooting.