Standardize Before You Scale: A CFO/COO Playbook for Best-of-Breed Without the Bloat
· Hybrid Manufacturing

Standardize Before You Scale: A CFO/COO Playbook for Best-of-Breed Without the Bloat

Every plant in a multi-site network ends up with its own stack: different sensors, dashboards, line apps, and even naming conventions. When you start planning for agentic AI—software that can coordinate and recommend actions across operations—the tempting move is a rip-and-replace. The smarter move is the opposite: standardize signals and require interoperability, then let agents work […]

Read more →