AI systems for $1–20M operators
on systems you actually own.
I build the architecture your stack should already be. Fixed fee, full ownership, no retainer-for-access. Not for lead gen, AI strategy decks, or black-box agency platforms.
Systems shipped
300+
Agents, dashboards, pipelines, integrations, internal tools.
Operators served
30+
Recruiting, media, marketing, finance, logistics.
Avg delivery
<6wk
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.
Systems moving
Requests become structured records, exceptions surface early, and the team stops acting as the integration layer.
parsed work request
HVAC issue classified, missing access note flagged.
drafted ticket
Location, asset, trade, urgency, and SLA window prepared.
queued approval
Best-fit vendor suggested with roof access requirement.
exception detected
Three stale work orders surfaced before the Monday review.
Verified track record
Every engagement independently reviewed and rated.
28
Client engagements
100%
Satisfaction score
19
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.
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
Protocol
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.
Services
Four pillars. Each one is a fixed-fee build that leaves you with working infrastructure and the code to run it.
BDC replacement, 60-second lead response, inventory acquisition, DMS automation. Custom builds at a fraction of franchise-tier SaaS.
Self-hosting strategy, architecture that survives 10x volume, migrations from Zapier and Make. Built for $1-20M operators.
Turn internal APIs, databases, and private data into first-class Claude tools. One server, reused across every downstream AI use case.
Custom agents with durable roles, memory, and repo access. Built on Claude Code, the Anthropic SDK, and MCP. Not another chat window.
Build tiers
Every build is custom and fixed-fee. These are the floor prices so you can self-qualify before booking. Real number gets locked on the 30-min sequence call — no surprises, no chase emails.
Not for: lead-gen funnels, retainer-for-access arrangements, AI strategy decks, or rebrands of someone else's SaaS. Build only.
Recent builds
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.
Marketing / Agency · $2M-$10M
→2,792 nurture contacts migrated, 150+ email variants deployed, 33K per day outbound capacity, ongoing retainer.
Field notes
Scanner output
The X-Ray should feel less like a contact form and more like a working diagnostic. This preview gives visitors a concrete taste of what comes back.
Run the X-RayAI Operations X-Ray
Manual handoff
High dragEmail -> spreadsheet -> CMMS
First automation
Fast winWork order intake parser
Estimated savings
Recurring11-16 hrs / week
Recommended build order
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.
