All capabilities
AI-native product engineering
Design AI as an observable product system with explicit boundaries and fallback paths.
The operating focus.
Turn model capability into a product workflow with observable inputs, outputs, evaluation, fallback, and cost boundaries.
- Constrain model authority
- Measure product outcomes
- Design human fallback paths
- Keep data ownership explicit