Parallel steps fight for one shared connection and serialise themselves.
Operate Orchestrator
Pipeline steps run in true parallel with dedicated connections, classified errors, and policy-driven retry.
Operate
Real pipelines need real concurrency. BoltPipeline's executor gives every parallel step its own warehouse connection, classifies errors by vendor code, and only retries the categories that are worth retrying. SCD templates are idempotent by design, so safe re-runs are the default.
What it solves
Common problems this capability removes from your engineering workflow.
Pipelines blindly retry compilation errors and waste warehouse credits.
Constraint violations get retried as if they were transient.
Non-idempotent steps duplicate work on retry.
How it works
The flow this capability runs end-to-end inside the platform.
- 1Each concurrent step gets its own pooled warehouse connection.
- 2Errors are classified — transient, timeout, compilation, constraint.
- 3Retry policy only fires for categories declared retryable.
- 4Generated DML uses idempotent patterns so re-runs stay safe.
Related capabilities
Other capabilities in the BoltPipeline platform that work alongside this one.
1Intelligent Pipeline
Plan, Enrich, Certify, Operate
One lifecycle takes your SQL from upload to live data load — every check runs before the first row moves.
4Self-Healing RuntimeCrash-Safe Execution
If the agent crashes mid-pipeline, it resumes from the exact step that was running — committed work is never repeated.
4Self-Healing RuntimeTasks and Pools
Every job runs in a credential-isolated pool — slow profiles never block urgent loads, and the agent decides its own capacity.
See it on your data.
Try BoltPipeline against your live database — your data never leaves your environment.