The right instruction for the right version
Across differently configured production lines, an outdated instruction can be worse than no answer. Search should account for equipment, version and document validity, not just similar wording.
Workflows with practical value
An approved technical-manual archive is a useful starting point. Later candidates include deviation lookups, spare-parts request preparation and specification comparison.
- Attach sources and versions to technical statements.
- Separate supplier and project data according to permissions.
- Require competent human confirmation for equipment actions.
Deployment around operational needs
An on-premise environment can reduce dependence on external connectivity. Production-system integrations need separate assessment and should start read-only. The public demonstration has no connection to real equipment.
A pilot with explicit limits
In an illustrative scenario, an engineer finds an inspection interval in a sample manual and receives the exact passage. Measure correct retrieval, time to information and appropriate refusals. We do not propose autonomous machine control by a language model.
The information flow
- Manuals
- Version and access
- Technical answer
- Expert review
Models and documents run on your infrastructure. Network policies determine permitted connections.
Practical questions
Can AI provide safety instructions?
It can locate approved instructions with references. Competent personnel must verify applicability; the system does not replace safety procedures.