Insights
Field Notes on AI, Automation & Industrial Operations
Written from the work itself — not from a whitepaper. Practical perspectives on AI adoption, digital transformation, automation, and building organizations that can actually execute.
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The AI Pilot That Goes Nowhere: A Pattern We Keep Seeing
Across manufacturing and industrial clients, we encounter the same situation repeatedly — a technically sound AI pilot that never makes it to production. The technology works. The business case was approved. And yet nothing moves. Here is what is actually happening, and what it takes to break the cycle.
Perspectives from the field.
Field Perspectives
Ideas grounded in how technology actually gets deployed.
Introducing Automation on the Shop Floor: What the Workforce Actually Needs to Hear
In our experience working with manufacturing and industrial clients, the technical side of an automation deployment is rarely what determines its success. What determines it is whether the people doing the work understand what is changing, why, and what it means for them. Most organizations get this conversation wrong — and pay for it in adoption.
Where Industrial Digital Transformation Programs Break Down
Having worked inside transformation programs across manufacturing, logistics, and industrial services, we have seen the same failure points surface repeatedly. They are not random. They are predictable — which means they are also preventable, if you know where to look before the program kicks off.
Before You Build an AI System in Your Plant: A Readiness Check
The manufacturers who get the most out of AI investments are not necessarily the ones with the newest equipment. They are the ones who did the unglamorous work first — cleaning their data, stabilizing their processes, and building the internal capacity to absorb something new. Here is how to assess honestly where you stand.
Translating Technology Strategy for a Board That Did Not Grow Up in Tech
Most technology leaders are not failing to think clearly about strategy — they are failing to communicate it in terms that land with a board whose instincts were shaped by finance, operations, or sales. The translation problem is real, and it has consequences. Here is how we approach it with clients.
Running a Technology Vendor Selection Without Getting Played
Enterprise technology vendors are very good at the selection process. They have done it hundreds of times. Most buyers have done it once or twice. That asymmetry shapes the outcome more than the RFP does. Here is how to level the playing field and make a decision you can defend two years later.
Perspectives on AI, automation, manufacturing, and technology leadership.
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