A decision-led delivery path
Discover the problem, define useful scope, design the experience, establish architecture, build and test, review, then deploy and observe. The shape changes with the product; accountability does not.
Where AI helps
AI can accelerate research, prototyping, implementation, testing, analysis and documentation. Experienced people remain accountable for architecture, security, review, maintainability and production quality.