I help leaders choose one useful AI opportunity, train the people involved, and build a narrow pilot when software is the right answer.
Start with the smallest engagement that can settle the next decision. Each one has a named finish line and a handoff you can keep.
Choose the right first use case before time or budget goes into the wrong idea.
Give one team a repeatable method for ChatGPT or Claude using work it already owns.
Turn one defined workflow into a narrow system that can be tested by real users.
Keep AI decisions moving without hiring a full-time lead or turning every question into a project.
We study the work, choose one place worth improving, test it with real examples, and implement what proves useful.
We map the task, the people involved, the information used, and the constraints.
We choose training, an existing product, a process change, or a custom tool.
We try a small version on real work and check it with the people who use it.
I make the useful approach ready for daily work and keep the right human checks in place.
A free guide to finding current AI use, choosing one useful pilot, setting boundaries, and keeping a person responsible for the result.
Read the free guide
A SaaS platform for equestrian facilities. I planned the product, directed Claude, Codex, and Lovable, tested each release, and made the final product decisions.
I repaired a broken sales path, connected the store to Mailchimp, and sent a focused product campaign.
A community platform with topic channels, rich posts, a reader view, and live chat. I set the product direction and coordinated the AI-assisted build.
View projectI spent more than 15 years building websites, applications, and business systems before AI coding agents changed how software is made.
I use those agents to move faster, but I remain responsible for requirements, architecture, technical decisions, integrations, testing, quality, and delivery.
Read about my backgroundThis short demo uses a working application to explain what an AI model can see, where the result is useful, and where a person still needs to judge it.
I use Stable Manager Pro to show how an AI model analyzes riding position and gives clear feedback.
Watch on YouTube“Professional service at its finest. Thanks again for getting me up and running. I love the way everything turned out.”
“Wil has done work for me off and on for the last decade. Incredibly intelligent, capable, and easy to work with.”
“A very talented and creative web designer who is skilled in building sites that look great and work well on mobile.”
Individual training and a written AI Action Plan are available when you need a useful starting point rather than a consulting engagement.
Bring one workflow, the people involved, and the result that needs to change. I will recommend the right engagement or tell you when none is needed.
