Scaling AI-driven reliability in process manufacturing: culture first, then code
· Process Manufacturing

Scaling AI-driven reliability in process manufacturing: culture first, then code

AI, prescriptive maintenance, and edge analytics are reshaping how process plants run. Yet the gap between a successful pilot and full-scale impact rarely closes on technology alone. The differentiators are culture, operating model, and data foundations.Build versus partner: keep the core, rent the niche Keep in-house: architecture, data governance, cybersecurity, product ownership, and integration with […]

Read more →
The AI Scaling Problem Nobody’s Solving: Why 140 Applications Delivered Zero Scale
· Artificial Intelligence

The AI Scaling Problem Nobody’s Solving: Why 140 Applications Delivered Zero Scale

Jason Schern, Field CTO at Cognite, reveals the uncomfortable truth about industrial AI: companies are building solutions that can’t scale beyond a single site, and it’s killing their ROI.The 140-to-Zero ProblemDuring a recent audit, a large upstream oil company in Asia discovered something shocking: they had developed 140 applications and agents across 11 offshore assets. […]

Read more →