Dave Chapman
AI, Agents & Automation for Real Business Work
About
Working in the messy middle
I’m Dave Chapman. I work across software engineering, integrations, operational systems, and business ownership. My background includes building practical tools for real work, managing operational complexity, and running a business where process quality affects cost, delivery, and trust. I’ve seen how often teams slow themselves down with unclear ownership, repeated manual handling, and unnecessary technology before the real process problem is addressed. I like building systems that make messy work legible, more reliable, and easier to act on.
Bottleneck -> Boundary -> Build -> Measure
What I care about
Start with the work, not the tool
I tend to work from the operational problem outward: what is slow, expensive, fragile, or hard to trust?
- I begin with the workflow itself, not a grand transformation narrative.
- I look for where decision ownership breaks down, where risk is quietly absorbed by people, and where process drag is masking the real issue.
- I prefer prototypes that show the real operating logic, including failure paths and review points, without requiring a mountain of justification to move forward.