AI systems for $1–20M operators
on systems you actually own.
I build AI systems for mid-market operators. Typically clawing back 40+ hours a month on work your team quietly hates doing. You don't have a tool problem. You have an architecture problem, and every month of duct tape compounds the drain.
system status: accepting new builds
Systems shipped
0+
Agents, dashboards, pipelines, integrations, internal tools.
Operators served
0+
Recruiting, media, marketing, finance, logistics.
Avg delivery
<0wk
Fixed fee, milestone-based. Most builds ship in 4–6 weeks.
Lock-in fees
0
You own the code, the prompts, the keys. Fire me anytime.
Verified track record
Every engagement independently reviewed and rated.
0
Client engagements
0%
Satisfaction score
0
Five-star reviews
Independently verified via Upwork Top Rated Plus · 100% Job Success Score.
Full audit trail →The thesis
Most operators think the problem is tool selection. It isn't.
You don't have a tool problem. You have an architecture problem.
The operators I work with aren't buying the wrong software. They're buying the right software for the wrong sequence. Adding another tool to a broken architecture just makes the leak bigger.
SHT 02 — Philosophy
Most broken systems fail in the wrong order. I sequence builds so each layer earns the next. If the data layer isn't trustworthy, nothing built on top of it will be either.
What I build
What I skip
SHT 03Protocol
Every engagement follows this. No proposals with blank pricing, no chase emails.
Run the 90-second AI Operations X-Ray. I read your site, your intake, and your current stack. You get a ranked list of the 5 automations to build first, in sequence, with dollar math, ship timelines, and prep work.
On a 30-minute call we pick the first system, scope it to a Light, Medium, or Heavy tier, and price it against the hours it will claw back every month. No retainer ask.
I build it. You own the code, the prompts, the database, the API keys. If you fire me tomorrow, everything keeps running. That's the deal.
SHT 04Productized installs
Fixed price. Fixed scope. Five-day install. You walk away with the VPS root, the Slack app, the API keys, and the repo. Cancel any retainer without losing the system.
$4,500 install · 5 days
Five Hermes-powered skills in your Slack, wired to your ATS. Pipeline overview, candidate research, JD formatter, BD signal scan, daily recap. No monthly platform fee.
$3,500 install · 5 days
Six Claude commands firing on schedule: standup, EOD recap, weekly digest, inbox triage, research, ask. Installed on a VPS you own. Extendable in Markdown.
Need something custom? See the build tiers below, or browse by industry.
SHT 05Recent builds
Interior Design · $1M-$5M
→Multi-tenant client portal that gave each design studio a private workspace with full CRUD, real-time notifications, and clean RLS enforcement on a self-hosted Supabase stack.
Recruiting · $500K-$2M
→BD and sourcing engine that surfaces 2,073 qualified leads per LinkedIn influencer cycle at roughly $0.08 per qualified lead.
Sports / Media · Pre-seed
→12 CMS block types, live preview, ticketed streaming, and a cinematic public site shipped before the spring signing window.
SHT 06Field notes
Framework + Case
Jul 4, 2026
Sales automation software should help independent dealers respond faster, route the right leads, protect consent, and show who owns every next action.
Read the note →
Framework + Case
Jul 3, 2026
HR automation tools should make candidate ownership, manager feedback, approval gates, and exception queues clearer before they are trusted to move sensitive work.
Read the note →
Framework + Case
Jun 29, 2026
Business process management software should give operators ownership, handoff control, exception review, and proof before it becomes another workflow tool in the stack.
Read the note →
Next step
before adding tools.
The AI Operations X-Ray reads your site in 90 seconds, takes 3 intake answers, and returns a ranked plan with build cost tiers, hours saved, and ship timelines. Free. No call required.
