HITL Integration — Human Review for AI Pipelines

I will integrate HITL review into your existing AI pipeline — adding human oversight checkpoints at the appropriate stages of your production AI workflow without requiring a rebuild of your existing pipeline, with configurable review triggers, a review interface integrated into your team's existing tools, and a decision API your pipeline queries before proceeding past each checkpoint. Retrofitting HITL into an existing AI pipeline is more operationally complex than designing it in from the start — the integration must intercept the pipeline at the right points, hold the workflow state while human review occurs, and resume correctly after a review decision without losing context or creating duplicate processing.

The integration covers pipeline interception at your specified checkpoints, workflow state persistence during review, a review interface embedded in your team's tools, decision API for pipeline continuation, and integration testing across your full pipeline.