Technical Dimensions of AI-SDLC Maturity

We’ve identified 12 key technical areas and 5 cultural dimensions that the framework will initially evaluate, though this number may evolve as we refine the approach. For each area, we’ve drafted sample assessment questions to illustrate the kind of evaluation we’re aiming for. As we begin implementing the framework and gather feedback, we expect to iterate on both the categories and the questions. This early version is meant to provide a starting point and a sense of direction, along with some key metrics we believe will be important to track in order to answer the questions effectively.

Below are links to each of the 12 technical dimensions:

  1. Requirements Engineering
  2. System Design
  3. Coding & Development
  4. Testing & Quality Assurance
  5. Deployment & Release Engineering
  6. Monitoring & Incident Response
  7. Governance & Compliance
  8. Collaboration & Communication
  9. Continuous Improvement
  10. User Research
  11. Data Management
  12. Software Architecture