Direction
Figure out where AI is worth pursuing — and where it would only add noise.
See direction →I help you understand where AI can make a real difference, then build solutions that fit how you already work — without the hype.
A lot of teams are curious about AI, but stuck with everyday friction like this:
What this can look like: a 15-person ops team spends half of every Monday chasing the same status updates by email. A work agent picks up the first-draft replies and the routine chasing, leaving people for the calls that actually need judgement.
Three areas that cover the full path — from spotting the right opportunity, to strong foundations, to tools your team actually uses.
AI solutions built around your business.
Figure out where AI is worth pursuing — and where it would only add noise.
See direction →Put the right base in place: control over data, and systems that understand your company knowledge.
See foundations →Turn clear ideas into working tools — assistants, automation, models and interfaces your team can actually use.
See build →No complicated process theatre — just a clear path from conversation to something useful.
01
I listen, learn how your business works, and dig into where AI might genuinely help.
02
Together we shape a practical plan — what to build, what to skip, and what matters first.
03
I build and connect the solution into your real workflows, then keep improving it with you.
I stay involved after launch — supporting and improving what we build together.
One engineer, not a team — 25+ years of software experience meeting modern AI, plus a genuine curiosity for good ideas. I always start from the real problem, not the buzzword.
AI solutions built around your business.
I care about what helps your day-to-day work — not tech for its own sake.
Tools only matter if they fit how you actually operate. That's where I begin.
Friendly conversation, honest advice, and steady follow-through. No hard sell.
Share what you're thinking about — a messy process, a half-formed idea, or just a hunch. I'll dig into it with you and see what a sensible next step could look like.