Connect repeated steps with explicit inputs, checks, and a human decision before an external action.
Start with a small task and sample data. Keep account changes, messages, and publication behind an approval step until the workflow has been reviewed.
Start with the input and the result you need.
Automation workflowPrepare an AI weekly report from complete source windows, checked totals, explicit unknowns, and a practical next action.
Check the setup and running requirements before you start.
Build a small Activepieces flow with sample inputs, validation, a draft output, and an explicit review before external actions.
Explore guide ↗Choose the specific decision or check that is holding up the task.
Choose your first AI automation by checking recurring tasks, inputs, exceptions, review effort, costs, and the consequences of mistakes.
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Build human approval in AI workflows around the exact message, recipient, and version before allowing an external action.
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Retry AI workflows without duplicates by preserving operation identity, checking uncertain results, and using supported destination controls.
Read the guide ↗Recover failed AI workflow runs with item records, error categories, completed steps, and a reviewed replay decision.
Read the guide ↗Prompt, workflow, or Skill? Choose the smallest reusable format that preserves inputs, steps, checks, exceptions, and environment requirements.
Read the guide ↗Validate structured AI output with required fields and a compatible schema, then check source evidence and business conditions separately.
Read the guide ↗Estimate AI workflow costs from current billing units, service calls, retries, hosting, review effort, and outputs approved for use.
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