Risk-managed transition structure
- Quarter 1: foundations and role narrowing.
- Quarter 2: applied projects and feedback loops.
- Quarter 3: capstones and interview narrative packaging.
- Quarter 4: application sprint with iteration based on response data.
This approach trades speed for resilience and higher confidence in outcomes.