Lobster Workflow

To add human approval gates to an automated workflow pipeline, you configure execution to pause for user confirmation before critical steps. This ensures human oversight over deterministic, multi-step automations like email triage.

Typed JSON pipeline orchestration executes multi-step workflows using structured JSON definitions for deterministic processing. It provides consistency and control for repeatable automations such as email triage, monitoring, and synchronization tasks.

To resume an interrupted multi-step workflow, you use a specific token generated at the pause point. This resumable operation capability allows you to continue the pipeline execution from the exact approval checkpoint where it stopped.

Yes, you can automate email triage by fetching messages, categorizing them, and pausing the workflow for your approval. The pipeline only executes reply actions or other operations after you provide explicit confirmation.

Yes, workflow orchestration supports structured output for complex operations by utilizing typed JSON pipelines. This ensures deterministic execution and consistent, structured data results across your automated multi-step processes.

You need approval gates in automation pipelines when executing critical actions that require human oversight, such as sending emails or modifying records. They prevent unintended actions while maintaining the efficiency of repeatable workflows.