Build · Check · Measure

Most AI answers sound smart.
Few are built for your business.

Type a question into ChatGPT and you get the average answer — the one it would give anyone. I turn AI into a working part of your business: built around your goals, checked before you rely on it, and measured after it launches.

Running businesses since 1996 · five production systems shipped as sole developer · independent review included in every build

The Gap

A Prompt Is Not a System

The same tool gives very different results depending on how it's put to work. Here's the difference on a task most businesses know well.

What most people do

"Write a follow-up email to leads who went quiet."

  • —A polished, generic email that could come from any company
  • —Knows nothing about your offer, your prices, or why these leads stalled
  • —Nobody checks whether it's accurate or on-brand
  • —Nobody measures whether a single lead replied

What a system does

Reads each lead's history from your CRM, uses your real offer and objections, writes in your voice, and routes anything uncertain to a person.

  • ✓Specific to each lead, built on your data and your rules
  • ✓Tested on your real cases before it goes live
  • ✓Checked for accuracy, with humans kept on the judgment calls
  • ✓Reply rate measured — kept, changed, or killed on the numbers

Illustrative example. The audit runs this comparison on your own workflow and your own cases.

How I Work

Build. Check. Measure.

Plenty of people can get an AI tool to produce something. The value is in the two steps most skip.

See the real artifacts →

Build

Built into how you actually work

Your data, your rules, your tools — connected to the systems you already use. Not a prompt you paste and hope. I write the code myself; there is no hand-off to a junior team.

Five systems shipped as sole developer, from legal intake to tax-litigation assessment.

Check

Checked before you rely on it

Every build includes a review by an independent AI model and testing against your real cases before you see it. You get the review record, including what it found and what I changed.

Hundreds of documented review rounds across legal, product, and trading work.

Measure

Measured after it launches

Every build launches with what success means — and what would make us stop — written down. If you keep me on to measure it, each month you get a plain readout: keep it, change it, or kill it.

I run my own businesses on a graded experiment ledger, failures included.

Working Together

Start Small. Prices Up Front.

I recommend starting with the audit. If building makes sense, you'll know exactly what it costs before anything starts — no open-ended hourly drift.

Start here

Prompt vs. System Audit

$2,500 fixed

One workflow you've already tried in ChatGPT or Claude. I build the engineered version, run both on 10–20 of your real cases, and tell you in writing whether it's worth building.

Credited in full toward a build signed within 60 days of the readout.

See the audit

Fixed-Scope Build

From $7,500 most projects

One workflow taken to production — web, mobile, or behind the scenes — shipped with a review record, a run-cost memo, and 30 days of fixes.

Priced in writing before any work starts.

Discuss a build

Measured Operation

$1,500 per month, per workflow

A monthly readout against the rules we set at launch, sampled quality checks, a cost and model-drift report, and a keep / change / kill call.

Three-month minimum, then month to month.

Ask about it

Advisory

$200 per hour

A second opinion on an AI proposal, a vendor, or a plan someone else wrote. Prepaid, two-hour minimum.

Advice only — I never build by the hour.

Book advisory time
Why Me

Business First, Then the Technology

You're trusting a specific person with your business — here's what that trust is based on.

An Operator, Not Just a Technologist

I've founded and run companies since 1996 and led sales and business development at firms including VeriSign and Zeta Global. I start from your revenue, your margins, and your customers — the technology comes second.

I Build What I Recommend

Most consultants hand you a roadmap. I hand you working software — and I've shipped AI products of my own, so I know what breaks after launch.

I'll Tell You Not to Build It

The audit can end in "don't build this." I've shut down projects of my own when the numbers said to, and I'll give you the same answer if it's the right one.

One Person, Start to Finish

You work with me directly on every engagement — no sales lead who hands you off to a delivery team. One point of contact, one standard.

What's the One Workflow You'd Fix First?

Tell me what you've already tried with ChatGPT or Claude. In a free 30-minute call I'll tell you whether an audit makes sense — and if I'm not the right person, I'll say so.

Typically respond within 24-48 hours on business days