Turbo AI PM
Kits / product scenario · outline

Which steps of this process can AI run — and where must a person stay in the loop?

Workflow Automation. Document processing, back-office operations, multi-step internal processes.

Every decision below, with checkboxes.

The system

Trigger & intakeWhat starts the workflow, and in what shape does the input arrive?
→
Understand & extractCan the system read what it was given?
→
Decide & actWhich steps run unattended?
→
Checkpoint & recordWhere does a human confirm, and what gets logged?

Three decisions to make first

This scenario is an outline for now — enough to start from the product problem and find the right kits. A full framework, like the one for Recommendations & Personalization, may follow.

Which steps need a human, and which can run unattended?

Put checkpoints before irreversible or expensive steps, not everywhere.

What is the end-to-end success rate — not the step accuracy?

Five steps at 90% complete 59% of tasks.

What does undo look like when a step goes wrong?

Recovery design matters more than one more point of step accuracy.

Where the kits come in

A scenario is the product problem and the decisions it raises. Kits are reusable system-building workflows — one scenario draws on several, and each kit serves several scenarios.

Existing kits
Agents & multi-step pipelinesMulti-step execution and end-to-end reliability.
Classifier / triage & moderationRouting and triage steps inside the workflow.
Copilot / drafting toolSteps where AI drafts and a person approves.
Existing frameworks & tools

Other product scenarios