A forward deployed floor diagnostic. AI implementation audit.
We open with a conversation about your floor. One specific exception class, one specific cost. By the end you will either have a sharp, scoped agent worth piloting, or a clearer diagnosis of where the leak actually is.
Map your gap.
One chronic exception: a kit shortage, a spec change, a quality escape. Where in the day does it show up? Who owns it now? What does it cost when it lands wrong?
Find the highest cost loop.
We isolate the single exception class with the worst leverage, the one most worth closing first. This is rarely the one leadership thinks. Almost always, the floor knows.
Spec one agent.
If it is a fit, we sketch what the agent would sense, reconcile, route, and resolve, and what the next 30, 60, 90 days look like. If it is not a fit, we say so.
Fewer blocked starts
Jobs released to the floor only when materials, tooling, and operators are actually ready, not when the system says they should be.
Faster exception triage
When something breaks it gets to the right owner in minutes, not at the end of shift. Context comes attached.
Less heroic Friday
Fewer last minute moves, fewer expedites, less air freight. Planned ship dates start beating apologized-for ones.
Owned escalations
No more "who is on this?" Every exception has a name attached, and a logged resolution.
Operational signals you should expect to see, not metrics we would ask you to take on faith.