Operator · Builder · Board Candidate

I make AI work
in the industries
that actually run the world.

Twenty years putting AI to work across identity, surveillance, and energy — product, operations, and the field — in the most regulated, capital-intensive industries there are. Today I'm building Shield One AI, writing the essays I wish existed on how it's actually done, and taking a select few outside board and advisory roles.

Thomas J. Hanks

Currently

Shield One AI

Founder & CEO

Building Raptor — a cross-platform RMM platform for MSPs. Commercial launch targeted October 2026.

IREX.AI

Chief Product Officer

Computer vision AI for security and public safety. US and Middle East expansion.

Writing

Long-form essays

On building, operating, and capitalizing AI infrastructure in regulated industries.

Board & Advisory

Open to select roles

Operator-director judgment — P&L, capital structure, and regulated-industry depth for the board table.

01 — The Work

Build. Operate. Capitalize.

Most executives do one of these. A few do two. Doing all three — building the product, operating the business, and structuring the capital — is rare, and it is exactly what capital-intensive, regulated, AI-driven companies need.

Build. I build companies from the ground up — corporate structure, customer relationships, and the code itself. I architect and personally ship the product, down to the autonomous edge agents that run on every device in the field. Most CEOs in regulated infrastructure cannot ship code. That changes the economics of building.

Operate. I have run the playbook on the other side — turnarounds at AuthenticID and Ford, MSP integration at Sunset, product turnarounds at Bright MLS and Henry Schein. Quantified outcomes, not aspirational ones: 25%+ EBITDA inside twelve months, 85% defect reduction, 71% technical debt elimination, $14M in net new recurring revenue. The work is documented.

Capitalize. I structure my own deals. QSBS-eligible entities, § 1045 rollovers, ITC/PTC transferability, multi-entity stacks designed for the exit math from day one. Boards and investors usually need three outside advisors to get this right. I bring it to the table.

02 — The Numbers

Outcomes, documented.

$98M

Largest division P&L managed

250+

People led across divisions

20+

Years building AI-driven platforms

85%

Defects eliminated at AuthenticID in five months

71%

Technical debt cut at Ford EMEA & India

20%

ARR growth driven via Capital One IDV protocol

$14M

New recurring revenue added at Henry Schein

3

Healthcare MSPs unified into one operation

04 — Advisory

Selective board and operating engagements.

I take on a limited number of advisory and board engagements per year, typically at the board, operating-partner, or fractional-CEO level. By referral and after a brief conversation about fit.