A workshop can become more digital while becoming more dependent on the judgement of a few experienced people.
Our May discussion of AI diagnostics and the digital workshop raised a workforce question that deserves attention alongside the technology. When routine information becomes easier to retrieve, the unresolved cases still require someone who can recognise uncertainty, check the evidence and choose a safe next investigation.
Vertex would examine how expertise is used. Experienced technicians should not spend their day answering avoidable questions because records are hard to find. Equally, a less experienced colleague should not be encouraged to treat an automated suggestion as a confirmed diagnosis.
The learning opportunity is in the exception. What information was missing? Which observation changed the conclusion? What should the next technician know? Capturing that reasoning can make future support more useful without pretending that a case note replaces practical competence.
Omnia’s proposed role is to make relevant knowledge and case context more accessible, while keeping the basis and limits of a recommendation visible. The responsible technical professional remains part of the decision.
Look at the questions reaching your strongest diagnostician this week. Separate information retrieval from genuine diagnostic judgement. Improving the first can protect time for the second and reveal where training will make the greatest difference.