
AI Is Not Making You More Productive. Yet.
The on-the-ground feedback from people using AI does not match the hype. History tells us why. 6 min read
Read moreI work at the intersection of business operations, automation, AI workflows, and product decisions. I help teams understand what people need, make clear tradeoffs, and build systems that make the work easier to manage.

I bring a product manager's lens to small-business systems, AI adoption, operations, and technical projects: understand the user, work within the constraints, and ship the version people can actually use.
Find the real workflow problem behind requests, then turn it into a clear decision about what to build, change, or stop doing.
Map handoffs, edge cases, and team habits so the fix reduces friction without breaking the parts people already trust.
Use automation where it shortens busywork, keep human judgment where context matters, and make adoption feel practical.
Translate strategy into roadmaps, specs, and buildable next steps across business, design, and technical constraints.
Who I work with
Turning owner knowledge and day-to-day operations into systems the team can actually use.
Improving repeatable work, handoffs, and exceptions so people spend less time sorting through the same problems.
Connecting client needs, internal capacity, and technical tradeoffs before the work turns into churn.
Helping frame the user need, business case, and implementation path before everyone starts building.
Shaun connected our legacy systems with modern platforms, transforming how we manage operations and greatly improving overall efficiency.
Shaun helped us bring a 200-year legacy into the modern era. Our new site not only showcases our services but also strengthens our connection with visitors and vendors.
I write about tech, identity, community, career shifts, and the questions that keep coming up along the way.
All PostsThe on-the-ground feedback from people using AI does not match the hype. History tells us why. 6 min read
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Read moreI'm a technical strategist with over 14 years of experience across marketing, development, automation, and client work. My advocacy and writing are part of the same practice: listening closely, noticing patterns, and making complex human systems easier to navigate.
About Shaun


