AI can optimize the line. It can’t replace the people who know it best.
Plants, distribution networks and supply chains are filling with predictive tools, and they will find real gains. The next round sits with experienced people who sense a problem before it appears in the data, and with the leaders who think to ask them.
“AI will optimize the line, the schedule and the supply chain. What it cannot capture is what experienced operators notice before the data does. Leaders who ask the frontline what they see will find the next round of gains while competitors wait for the dashboard.”
Glenn Llopis’s projection from Conviction Over Code, Volume 2 of The Conviction Papers (2026). A projection, not a research finding.
Every plant and distribution network has people who sense trouble early. Most organizations have no way to ask them.
The machine is still in spec. The operator already knows it won’t be for long.
The procedure says one thing. The shift does another, for reasons nobody wrote down.
The dock team notices before the scorecard does.
The supervisor feels it weeks before it shows up as turnover.
AI will get better at reading the data. The next gains come from leaders who also know how to read their people.
Operations run on procedures, and they should. But the people who keep a line or a network running well know things no procedure captures.
We work with operations, distribution and supply chain leaders and the frontline supervisors who carry the change.
Standard work is an asset. The goal is to keep it and still hear what your most experienced people notice.
Our clients with large operations and supply chain organizations include CVS Health, Cardinal Health and Schneider Electric.
Measured results from the same methodology:
Full results are on the Proof page.
What do your operators see that your dashboard doesn’t?
Tell us where you are seeing the gap, on the line, in the network or in leadership, and we will start there.
Developing individual leaders rather than a whole organization? Cohorts and coaching are offered through Conviction Institute.
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