AI for testing and calibration labs, starting with the report draft.

ISO/IEC 17025 already lists what a report or certificate must carry: a title, a unique identification that ties every page to the report, with its end clearly marked, the customer, the method, a clear description of the item, the dates, the results with their units, and the person who authorized it. That list, plus whatever your customers add, becomes most of the success criteria before the proof of concept starts. Nobody has to invent a standard to judge the drafts by.

The standard also says every report is reviewed and authorized before it is issued. That step stays exactly where it is. What changes is what lands on the reviewer's desk: a complete draft with the bench values carried across, instead of a blank template and a stack of worksheets.

Your closed jobs are the answer key. Each one has its raw data and the report your lab actually sent, so your reviewer can set every draft beside the real thing. Include a report that was later amended. Under 17025 a change after issue means an amendment, or a new report that points back to the original, and that is the kind of slip worth catching before a report goes out.

In many labs the reports are written by senior technicians or the quality manager, so time spent typing comes out of bench time and audit prep.

Customer results are confidential, so an NDA covers them, we work only on copies, and if a customer's name or serial numbers can't leave the lab, we make look-alike jobs together with your reviewer.