Writing from the jobsite,
the shop floor, and the back office.
Short, direct pieces on where AI actually earns its keep - one industry at a time. No launch-day hype, no vendor pitch. Written by the people embedding with the teams doing the work.
AI in Manufacturing: Capturing the Knowledge That Walks Out at Shift Change
How AI belongs on a plant floor - from shift handoffs and quality escapes to work instructions and CMMS - and where a supervisor still has to make the call.
AI in Construction: Where It Actually Earns Its Keep on a Jobsite
A field-tested look at where AI belongs in construction workflows - from preconstruction takeoffs to daily reports - and where it does not.
AI in Professional Services: Turning Billable Hours into Repeatable IP
How AI changes the economics of professional services - from client intake and engagement letters to research, analysis, and delivery - without replacing the judgment clients pay for.
AI in Restoration, Manufacturing, Professional Services, HVAC & Field Service, and SaaS - a post per industry, published as we finish the field work.