All Use Cases

SaaS Feature PRDs

Document new features with subscription, billing, and multi-tenancy considerations automatically included.

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SaaS-Specific Considerations

AI understands the unique requirements of SaaS products

Multi-Tenancy

Data isolation, tenant configuration, white-labeling

Subscription Management

Plan tiers, upgrades, downgrades, cancellations

Usage Tracking

Metered billing, quotas, overage handling

Feature Flags

Plan-based access, beta features, gradual rollouts

What AI Generates for SaaS PRDs

Billing Integration

  • Stripe/payment webhooks
  • Invoice generation
  • Proration logic
  • Failed payment handling

User Management

  • Team invitations
  • Role assignments
  • Seat management
  • SSO requirements

Plan Features

  • Feature matrices
  • Upgrade prompts
  • Usage limits
  • Grandfathering rules

Analytics & Metrics

  • Usage dashboards
  • Admin reporting
  • Customer health scores
  • Churn indicators

Example: Team Collaboration Feature

Feature: Real-time document collaboration for teams
AI-Generated Sections:
  • • Plan availability (Pro and Enterprise only)
  • • Seat limit enforcement per plan tier
  • • Real-time sync architecture requirements
  • • Conflict resolution for concurrent edits
  • • Permission model for shared documents
  • • Usage tracking for collaboration minutes
  • • Upgrade prompts for Free plan users

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PRDs that understand subscription models, billing, and multi-tenancy.

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