A practical roadmap for where AI actually pays off in your business.
There’s no shortage of AI hype — what’s scarce is a clear-eyed answer to “where would this actually save us money or time?” That’s the question this engagement answers.
We start with how your business really runs: where the hours go, where things slip, what your team dreads doing. From there I map the handful of places AI genuinely pays off — ranked by effort and impact, with honest notes on what isn’t worth automating. Then, unlike a strategy deck that gathers dust, I stay hands-on to get the first systems live and your team comfortable using them.