Vision and source-grounded reasoning for safer industrial observations.
Research prototype
Concept diagram. Visual detection → Safety documents → Human decision.
An industrial safety intelligence prototype combining PPE detection, visual assessment and document-grounded reasoning for safety support.
The problem
Detecting a missing helmet or a possible hazard is only the beginning; a useful industrial system needs context, traceability and careful escalation.
The approach
Combine visual detection with retrieval from safety documentation and traceable explanations. Evaluate failures and keep humans responsible for consequential safety decisions.
Scope and limits
Research demonstration. Not a certified safety device or replacement for qualified site personnel.
