From Brad
First-person analysis grounded in public evidence, Connecticut manufacturing context, Magnetta education and operating work, and clear distinctions between assistance, evidence, and accountable decisions.
From the field
From Brad Magnetta
The useful question is no longer whether a tool can produce an impressive answer. It is whether a manufacturer can choose a real workflow, protect its information, keep authority with the right people, measure the result, and own what happens after the pilot.
Read the articleFrom Brad Magnetta
Manufacturing runs on an information system as surely as it runs on machines. A recurring document workflow can be a useful first AI test when its sources, errors, reviewer, handoff, and current performance are visible.
Read the articleFrom Brad Magnetta
Knowledge continuity is not a project to capture everything an experienced employee knows. It is the disciplined work of protecting one important decision or handoff with controlled sources, reviewed context, correction ownership, and measurable use.
Read the articleFrom Brad Magnetta
A model may understand what a work order, inspection hold, or planned ship date generally means. It cannot establish the current state of your work unless a deliberately designed path supplies permitted evidence, returns its status, and leaves the consequential decision with the right person.
Read the articleFrom Brad Magnetta
A polished answer, a citation, a second generation, or an approval click can all look reassuring while leaving the important claim unchecked. Verification begins when someone performs an independent operation against suitable evidence and records a disposition that changes what happens next.
Read the articleFrom Brad Magnetta
That is not an argument against agents. When a manufacturing task genuinely requires the system to select among permitted paths as requests and evidence change, a bounded agent can be the right tool. The buying discipline is to prove that need—and the operating controls it creates—before paying for the label.
Read the articleA practical next step