I spent 12 years inside companies — managing operations, building marketing machines, and taking new products from idea to market. I've seen what slows businesses down, and what actually moves the needle.
A few years ago I started systematically applying AI tools to the same problems I spent a decade solving manually. The results were not marginal. Businesses that adopt AI in the right places move faster, serve more customers, and make better decisions with less effort.
I work with business owners directly — not as a vendor selling a product, but as an operator who has been in the room. My job is to make the path from where you are to where you want to be as clear and executable as possible.