The method
Six articles on a recurring fault, a fault code, a service call report and a clause that does not exist: how AI fails engineers, and the check.
A technician photographs a table from a standard. He asks the tool for the value in one row. The tool answers with a clear number, without hesitation.
A split air conditioning unit shows fault code E3. A technician asks a generative AI tool what the code means. The tool answers at once and with confidence, without saying which manual it used.
An engineer asks an AI tool for the legal inspection frequency of a component. The tool answers with a clause number, the wording of a requirement and a frequency. It all looks like a standard.
An engineer asks an AI tool to calculate a load, a flow rate or a stress. The tool writes a formula, substitutes values and returns a number. The number enters a report, and the report is signed.
A technician finishes a service call and asks an AI tool to draft the service call report. He feeds in what he remembered: the unit, the fault, the arrival time. The tool fills in the rest.
A plant worker photographs a pressure gauge and asks an AI tool for the reading. The tool answers with a number, in units, in a confident tone. The worker copies it into a report.