I build AI systems for a living, and I run what I build.

The Read.

A two-page weekly brief on your market, built for one business at a time. The first one is free, hand-delivered over a twenty-minute coffee.

The chains have analyst teams. You have whatever you can catch between shifts. The Read is that analyst, sized for one business: what moved in your category this week, what your competitors are charging and what their reviews say next to yours, which events and opportunities are headed for your block before they arrive, and three moves ranked by cost and closing window.

Every issue starts from public data, checked by hand, with every claim dated. And it compounds: the longer it runs, the more it gets tuned to your business, until it becomes a brief nobody else could write. The first one is free. That's how I show my work. If you want it every week, the subscription is a simple monthly rate locked for life for my first ten businesses.

The Read is a complete offer on its own. And when a Read turns up work worth automating, that is a separate, distinct offer: The Build, where I build the fix and stay on to run it.

The Build.

A custom AI system, built and run for you. I build the tool that takes a recurring job off your plate, wire it into the software you already use, and stay on to keep it working. Fixed price. You own it.

Owners do not have a free month to figure out which AI tool fits, wire it into the software they already use, and train the team on it. So I do it. I find the highest-ROI automation, build it end to end, and wire it into what you already run: quote requests, order intake, ticket triage, the follow-ups that fall through. You own the result. Not another dashboard to babysit; if a retainer keeps it running, that is me keeping it running.

• Discovery, then a fixed price. I map how your business runs and find the automation worth doing first. You leave owning a ranked roadmap and a fixed-price proposal, yours whether you build with me or not. (Founding rate for the first three clients.)
• Build, in two to three weeks. The price is fixed before any code is written, custom to how you run, not a chatbot bolted on the side.
• Embed and run. A week onsite until your team can run it without me, a 30-day grace period, and an optional retainer if you would rather I keep it live on my infrastructure. (Month to month, cancel anytime.)

• Your data stays yours. It runs on infrastructure you already use; where AI calls happen, no training on your data, and fully local if a workflow needs it.
• You own it from day one. You own the code and the accounts from the start; if we never start a retainer, the tool still works.

Proof it is real: KangRoo is built and operating in production, and ScreenTek, my one delivered client, shipped for a 50-year screen-printing shop. Live and in your team's hands in about six weeks.

AI maintenance desk.

For small property management companies in Greater Boston that run maintenance without an engineering team.

Running in production. Email infrastructure live and verified end to end. Taking founding conversations with the first property management companies now. This is what the ladder produces when a problem turns out to be everyone's problem: the build became a product.

Here's what it does on day one: a tenant emails about a leak. KangRoo classifies how urgent it is, picks the right vendor from your own contact list, drafts the dispatch, chases the scheduling until the job is done, and logs every decision the AI made along the way to an auditable trail. The manager watches a three-lane dashboard: Needs You, In Flight, Closed. KangRoo handles everything else.

Email-only, on purpose: nothing for tenants to install, no portal for vendors to learn, and it runs alongside whatever software you already use. Setup is what makes it different. I come to your office, load your existing vendors, write your rules for what counts as an emergency, and set the dollar limits on approvals. From there it's a flat monthly per-unit fee. No procurement cycle, no SaaS demo dance. Setup and monthly pricing are scoped on the intro call.

The bet underneath the product: AI is more useful when it sees the full picture. Triage that knows the unit history, the vendor relationship, the budget, and what the manager considers an emergency. Not a chatbot pretending to be a dispatcher.

• Urgency classifier. Reads the tenant's email, ranks how serious it is, and shows the manager the reasoning. When the AI gets one wrong, you correct it once and the system learns from your call.
• Vendor dispatch. Picks the right plumber, electrician, or handyman from your own list, based on the type of work and who's available.
• Auto-approval threshold you set. Parts under the cap auto-approve. Anything above, one click. No chase-the-thread.
• Every decision logged. Time-stamped, auditable record of what the AI saw, decided, and did, from first email to resolution. In Massachusetts, the record of how fast you responded is worth as much as the response.