AI-only assistance
A plausible answer is not an approved source of truth.
- The output can sound convincing while assumptions, gaps or business errors remain unnoticed.
- Ambiguous requirements need context and a binding decision—AI cannot be accountable for either.
- Variable answers do not provide a reproducible foundation for engineering and testing.
- Approvals, versions and change evidence do not automatically form an end-to-end, auditable chain.