Quality Control
Quality problems announce themselves quietly and in the wrong place. The inspection log shows a small rise in one failure code — small enough to look like noise. The support inbox gets two complaints that sound unrelated. A returns line ticks up. Individually, none of these is a signal. Together they are the same defect, and by the time someone connects them, six weeks of product has shipped. The connecting is the whole job, and it is exactly the job that never gets done, because the three signals live with three different teams.
Skynet holds them in one memory and gives an agent the standing task of looking across them. A rise in a failure code, matched to a supplier lot, matched to two complaints with the same symptom, is a finding — and it can be a finding on the day rather than in the quarterly review.
How it works
Connect every place quality shows up
Inspection results, production records, returns, warranty claims, and the support inbox. Each on its own is a partial view. Held together in unified memory, they let the agent see one defect wearing three different labels.
Let it watch for the shape of a problem
The agent tracks failure rates by code, line, shift, and supplier lot, and reads complaint text for recurring symptoms. It is looking for things moving together — a rate that has drifted, a lot that appears too often in the returns.
Get the finding with its evidence
When something forms, it writes it up: what changed, which lots and batches are implicated, how much product is exposed, and the records that led it there. Enough for a quality engineer to confirm or dismiss in minutes.
Contain it with a person deciding
The agent can draft the hold notice, the supplier query, and the list of shipped orders in the affected range. Containment is a decision a human makes; the agent makes sure the decision arrives early and with the paperwork already drafted.
Build it from a prompt
Describe the pattern you would want caught.
Early detection is worth more than better detection. The same inspection data you already collect, read across the same complaint data you already receive, catches most of what matters weeks earlier — and weeks is the difference between a batch on hold and a recall.