Downtime you saw coming three weeks out is maintenance, not a crisis. We fit that AI around a running line.
The four pillars here are practical: govern the models, contain the risk, keep compliance evidence current, and prove payback in OEE points your finance director accepts.
Deloitte's 2026 outlook has 22 percent of manufacturers planning physical AI within two years, against 9 percent using it now, and BCG's 2026 survey found 87 percent rate skills access a harder limit than the technology. Around 80 percent of what we do closes exactly that gap through governed adoption and measured payback; the rest is hands-on build, a pilot running on your own sensor data.
Downtime you saw coming three weeks out is maintenance, not a crisis. We fit that AI around a running line.
The four pillars here are practical: govern the models, contain the risk, keep compliance evidence current, and prove payback in OEE points your finance director accepts.
Elke Wimbert
[Industry lead, Exec x AI: confirm exact title]Deloitte's 2026 outlook has 22 percent of manufacturers planning physical AI within two years, against 9 percent using it now, and BCG's 2026 survey found 87 percent rate skills access a harder limit than the technology. Around 80 percent of what we do closes exactly that gap through governed adoption and measured payback; the rest is hands-on build, a pilot running on your own sensor data.