All Use Cases

AI/ML Feature PRDs

Document AI-powered features with model requirements, safety considerations, and proven UX patterns.

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AI-Specific Considerations

Building with AI requires unique PRD sections

Model Selection

GPT-4, Claude, custom models, cost vs quality tradeoffs

Prompt Engineering

System prompts, few-shot examples, output formatting

Safety & Ethics

Content filtering, bias detection, user safety

Performance

Latency requirements, caching strategies, fallbacks

What AI Generates for AI Feature PRDs

Model Requirements

  • Model capability needs
  • Token limits
  • Cost projections
  • Fallback models

Input/Output Design

  • Input validation
  • Output formatting
  • Streaming responses
  • Error messages

Safety Measures

  • Content moderation
  • PII handling
  • Rate limiting
  • Abuse prevention

User Experience

  • Loading states
  • Regeneration options
  • Feedback collection
  • Confidence indicators

Common AI Feature Types

Templates for every AI use case

AI Writing Assistants Smart Search Recommendation Engines Chatbots & Copilots Content Generation Data Analysis Code Assistants Translation

Built-In Ethics & Safety

AI features require careful consideration of ethics and safety. Our templates automatically include:

Bias Detection

Identify and mitigate potential biases

Privacy Controls

Data handling and user consent

Transparency

Clear AI disclosure to users

Error Handling

Graceful failures and fallbacks

Ship AI Features Responsibly

PRDs that cover model requirements, safety, and user experience.

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