Accepting new clients

Outcome driven. AI enabled.

OpenTee is an AI-native consulting and product studio for $5M–$100M businesses. We build it, not describe it: AI wired into your operations, production software shipped in weeks.

McKinsey & CompanyRelativityJPMorgan ChaseGeneral MillsBunchaMezoSource7 McKinsey & CompanyRelativityJPMorgan ChaseGeneral MillsBunchaMezoSource7
Proof, not promises
0 wks

to find six figures of annual savings inside a $30M company's operations.

0 hrs

for 40+ field employees to be live and trained on a platform we shipped.

0 days

for a full rebrand and new website. The typical agency quote was 3 months.

9.8 / 10

average session rating from a YPO executive cohort we trained on AI.

The gap

Everyone's tried AI. Almost nobody's actually using it.

Most teams have played with ChatGPT and moved on. The winners did something different: they wired AI into their operations and shipped production software while everyone else was writing strategy decks.

Traditional consulting sells you a $150K roadmap and a year of meetings. We sit with your team, find the money, and build the fix. Your people keep what we build and learn to run it.

Selected work
01
Heavy civil construction · $28M revenue

Six figures found, training platform shipped

Two-week operations diagnostic put hard numbers on AP waste: missed discounts, toll penalties, 1,700+ manual checks a year. Then we built a safety-training platform their whole field crew adopted in a day.

Findings$62–110K / yr identified
Adoption40+ employees in 24 hrs
TimelineDiagnostic in 2 weeks
02
Consumer marketplace

Operations rebuilt, costs down 30%

Redesigned core operations with AI in the loop. Cost per order down, volume up, customers happier. Production systems the team runs themselves, not a slide deck.

Cost−30% per order
Volume+25%
CSAT+20%
03
Healthcare · Dental practice

Found by 4x more patients

Full SEO and content overhaul: rewritten service pages, structured data, local search strategy. Organic traffic up 400% and compounding, with new patients booking online.

Organic traffic+400%
ScopeSEO + content + forms
Ongoing cost~$0 / mo
04
Construction services · $5M+ revenue

Full rebrand, live in 3 days

New identity, new website, new lead pipeline. Quoted 3 months by a traditional agency; we shipped in 3 days and the first qualified lead arrived within weeks.

Timeline3 days vs 3 months
DeliverablesBrand + site + CRM
ResultLeads converting

View all work →

What clients say
He is one of those rare people who inspires you to work on the business, not just in the business. He has played a key role in helping our team become more comfortable with integrating AI across our operations.

Bharat P. · CEO

He has a gift for cutting through noise, getting to the root of an issue, and helping turn messy or ambiguous problems into clear next steps. His influence has made our leadership team stronger, more disciplined, and more aligned.

Chapin H. · GM

What sets Tom apart is his unrelenting diligence. He simply doesn't let important things fall through the cracks. His passion and conviction were especially valuable during challenging moments.

Jeremy F. · Technical Leader

Tom is calm, incisive, and a true devil's advocate in the best possible way. He challenges assumptions without ever making you feel challenged.

Jill J. · Senior Leader, Fortune 500

25 reviews · 5.0 average rating across all engagements

How it works

No 200-slide decks. No "circle back." Just results.

/ 01

Diagnose

Full operations and AI assessment. We sit with your team, mine your data, and put real numbers on the opportunity.

2 weeks
/ 02

Build

Transformation sprint. Production-grade systems wired into your actual workflows, with your team trained on every one.

30–90 days
/ 03

Lead

Ongoing partnership. Quarterly upskilling, new builds as the models improve, and a team that compounds.

Ongoing
The operator

Most teams need three people: a strategist, a builder, an operator. I've been all three.

Tom Hamilton. McKinsey-trained, AI-native. I've led teams at a legal-tech unicorn, built as the first exec at a venture-backed startup, and now I build AI systems inside growing businesses every week.

I work with the companies the big consultancies ignore: construction, manufacturing, healthcare, services. I show up, find the money, and build the fix.

The strategistMcKinsey & Company
The operatorRelativity · Buncha (fractional)
The builderMezo · the systems we ship now
All three, integratedOpenTee
Try the algorithm

Should you AI that process? Answer five questions about it.

Pick the process that annoys you most: invoices, scheduling, reporting, quoting. Answer honestly. The verdict is the same logic we run in a paid diagnostic, just smaller.

/ 01 Why does this process exist?
/ 02 If it stopped for a month, would anything break?
/ 03 Is it roughly the same every time it runs?
/ 04 How often does it run?
/ 05 Where does its data live?
15 minutes. No deck. No spam.

Make your move.

tom@opentee.llc
One conversation. If there's six figures sitting in your operations, you'll know by the end of it.

Book 15 minutes