What we have actually shipped.

A hardware team was spending most of a day each week flashing boards, running checks by hand, and writing up what happened. None of it was hard. All of it had to be done, and done the same way every time, which is exactly the shape of work a person is worst at and a machine is best at.

We built the loop that does it. It runs unattended overnight against real hardware, captures its own evidence, and files a report in the morning. When it fails it says what failed and shows the trace, because a green tick nobody can audit is worth nothing.

1. 01FlashLoad the build onto the board under test
2. 02Bench checkRun the hardware suite against real instruments
3. 03Capture evidenceLogs, traces and measurements, timestamped
4. 04File the reportA pull request a human can review over coffee

A company in Dubai already had the records. Years of them, in the database they run every day. The reports they used were counts and totals. That is what most tools are built to print.

We built them an analyst that works against that store. It ran on their metal, on the schema they already keep. Nothing new to stand up, and nothing left the building.

The work took statistics most teams do not keep on staff. What came back included structure nobody had thought to query. The records had been sitting there. The maths to read them had not.

1. 01Sit with the storeWork against the schema they already run. Nothing new to stand up.
2. 02Run it on siteStatistics execute on their metal. The records stay on the premises.
3. 03Do the statisticsInference a specialist is hired for, against the tables as they stand.
4. 04File the findingsWhat the tables could answer, including questions nobody had asked.