
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 across product, technology, and operations. I start by understanding what people need, what is getting in the way, and what the team can realistically change. From there, I help shape practical products, workflows, and AI tools people can actually use.

My background in marketing, development, automation, and client service helps me connect user needs with business and technical constraints. The goal is a clear path from the problem to something the team can build, adopt, and improve.
Listen to the people doing the work, identify the problem behind the request, and decide what is worth building or changing.
Map the handoffs, edge cases, and team habits that create friction, then improve the process without losing what already works.
Find where AI and automation can reduce repetitive work, while keeping human judgment where context matters.
Turn the direction into a practical roadmap, clear requirements, and next steps that account for business and technical constraints.
Who I work with
Help owner-led teams turn day-to-day knowledge into processes and tools other people can use.
Improve repeatable work, handoffs, and exceptions so the same problems do not have to be solved from scratch.
Connect client needs, team capacity, and technical tradeoffs before the work becomes harder to manage.
Clarify the user need, business case, and implementation path before the team commits to a solution.
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 technology, product thinking, 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


