Lobster Workflow

To add human approval checkpoints to an automated workflow, you use a pipeline orchestration system that pauses execution for user confirmation before critical actions. This ensures complex operations are repeatable, auditable, and safe.

Yes, you can resume a multi-step pipeline after an interruption using secure resume tokens. This capability allows workflows to be resumed after an approval gate or unexpected stop, maintaining deterministic execution state.

The best way to automate email triage with human oversight is to run a predefined pipeline that searches for new emails, classifies them, and pauses for your approval before sending replies or taking action.

Yes, workflow orchestration supports deterministic execution and structured output. It runs predefined pipelines of commands with integrated approval checkpoints, ensuring multi-step workflows operate consistently and safely.

You need approval gates in a task automation pipeline when executing repeatable tasks like email triage, monitoring, or synchronization that require human oversight before proceeding with critical actions.