Manufacturing and Engineering
Manufacturing and Engineering
Engineering and manufacturing organizations are using AI to review technical drawings, flag quality issues, and check safety-critical documentation. The stakes are physical, which means the review has to be defensible.
Which layers matter most here
- Workflows — How should the AI do recurring work?
- Domain Knowledge — What does the AI need to know?
- Observability — What did the AI do?
- Guardrails — What should the AI never do?
A realistic governance gap
What an engagement looks like here
Engineering engagements focus on the workflow design: which AI decisions can stand alone, which require explicit human concurrence, and how the checkpoint is enforced.
See how engagement works