Automation & Infrastructure
The repetitive, error-prone work — reporting, scheduling, data entry, follow-up — handled by systems that run themselves, on infrastructure built to last.
/the-edge
The operating system underneath
I run my entire practice on a custom AI operating system I built myself — a second brain that holds every client, every decision, and every hard-won lesson. It's how a solo builder delivers at the speed and quality of a team. And it compounds: every project makes the system sharper for the next.
/services
What we do
AI Copilots & Agents
Assistants and autonomous agents that act, not just answer — scoped to the job, safe, and working inside the tools your team already uses.
AI Training & Enablement
Get your people genuinely fluent in AI — company-wide or one-on-one — so the tools make their jobs easier, not harder.
Custom Software
When off-the-shelf won't fit: tools and apps built around how your business actually works, not a template you bend to fit.
/process
How we work
From the first conversation to a system your team actually relies on.
-
1
Understand
Spending time with you and your team to understand the real problem, not just the surface request: what actually needs to change, and what it's worth — because a few changes that matter beat many that don't.
-
2
Scope
We identify the first reachable goal — a proof of concept for the rest of the build — and agree on what's in, what's out, and what it costs.
-
3
Build
You get a working version of the whole thing early, so the approach is proven and in your hands fast — not a promise you wait months to check.
-
4
Test
You and your team use it before it's final. The rough edges surface with us, and the tool gets fine-tuned around how you actually work and interact with it.
-
5
Deliver & Support
It ships, and we get your team genuinely confident using it — not just handed a login. From there it keeps evolving: as your work changes, the tool iterates with it.
/principles
What you can count on
Build only what earns it
When an existing tool solves your problem faster and cheaper, we'll tell you and set it up. Custom software is for where it genuinely pays off — not for its own sake.
Fix the cause, not the symptom
When something breaks, we trace it to what actually set it off, not the surface error. Patch a symptom and it comes back next month wearing different clothes. Fix the cause and it's gone for good.
Nothing ships unchecked
Every build is verified against the real thing before it's called done, and reviewed by fresh eyes — whoever built it can't objectively grade their own work. If it can fail, we find out before you do.
The right-sized build
The smallest version that fully solves the problem is the one we build. No bloated complexity you'll pay to maintain and never use.
/prove-it
The work
Private build
A custom operations platform
A full operations platform built for a home-services business: scheduling, client records, payroll, and an embedded AI copilot — one system replacing a stack of disconnected tools, and a team that actually likes using it.
4 wkssolo build — zero to launch-ready
1 platformreplaced a disconnected tool stack
AI-nativecopilot built in, not bolted on
/contact
Start a project
Tell me what you'd like to build, fix, automate or learn. I read every inquiry.