product-management

ai-product-patterns

Designs AI-native product experiences, implements evals as product specs, and optimizes hybrid AI-plus-traditional architectures.

Designs AI-native product experiences, implements evals as product specs, and optimizes hybrid AI-plus-traditional architectures. Use when user mentions 'AI feature,' 'evals,' 'model improvements,' 'AI UX,' 'AI cost optimization,' or 'hybrid AI approach.' This is the AI product design methodology.

Difficulty: beginner
Input: conversation
Output: document
Needs: none
Used by: Product Manager

What it needs

request — What to produce
scope — Company or client-id

What you get

ai-product-patterns (markdown)

Ask it like this

Design an AI-native feature for our product
Set up evals as product specs for our AI feature
Optimize the cost of our hybrid AI architecture
Improve the AI UX in our recommendation engine