Turbo AI PM
Kits / product scenario · outline

How do we resolve customer problems with AI without deflecting people who need a human?

Customer Support. Support chat, help centers, ticket triage, agent assist.

Every decision below, with checkboxes.

The system

IntentWhat does the customer need?
→
AnswerIs there a grounded answer?
→
RespondIs the response correct and on-brand?
→
EscalateWhen does a person take over?

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.

Are we resolving customers, or deflecting them?

Deflection without resolution shows up later as repeat contacts and churn.

When does the bot hand off, and what does the person receive?

A handoff that loses the conversation doubles the customer's effort.

Which customers should never get the bot first?

High-value or high-risk segments may need a human by default.

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
Customer-facing chatbot / supportThe system-building workflow for customer-facing bots, in depth.
RAG / knowledge assistantGrounding answers in your help content.
Classifier / triage & moderationIntent detection and ticket routing.
Existing frameworks & tools

Other product scenarios