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Who I Work With

You run a business with a team of 10 to 100 people. Things are working — but you know they could be working better. You've been hearing about AI for two years and you know it matters, but you haven't figured out where to start — or you tried a few things and nothing changed.

You're not imagining the urgency. Research shows that only about a quarter of companies have moved past experimentation into real AI implementation — but those that have are seeing around 45% cost savings and growing revenue 60% faster than their peers. The gap between companies that start now and those that wait isn't closing. It's widening.

Here's what I want you to know — the instinct that your business might get left behind is right, and it's also the reason you're going to be fine. Because you're paying attention.

The problems I solve are the ones every business faces: tasks that eat up your team's time but don't grow the business, information trapped in one person's head, reports nobody has time to build, rising costs you can feel but can't pinpoint, and new hires you think you need when what you really need is a better process.

You don't need a data science team or a six-figure software contract. You need someone who's already done this work to look at how your business actually runs and show you where AI and better operations can make a real difference. Not a pitch deck. Not a generic playbook. Hands-on work from someone who can meet you wherever you are.