Thomas McShane
uCreateWithAI · My Compliance Citadel · Dearbh
We teach people to build with AI, we build the tools that keep AI honest, and we put both to work where it matters most.
Fifteen years of governance work, now taught and shipped with AI.
Thomas has spent his career making large organisations trust their data: lineage, metadata standards, compliance frameworks and the migrations that carry billions of records without losing one.
That experience became uCreateWithAI, where we teach individuals, small businesses and teams to build real software with AI and to write the rules that govern it. It also became two products we build ourselves: My Compliance Citadel, which checks what AI agents say and do, and Dearbh, which turns that checking on insurance denials.
We work across five industries and two continents, and every seminar, template and tool comes from software we ship, not slides we assembled. Thomas builds all of this by eye tracking and voice.
$2M governance platform at a major financial exchange. Data lineage, metadata standards, and compliance frameworks across mortgage technology and trading divisions.
£240M merger with £4B in data migration. Technology and business integration across 30 departments. 900+ processes documented with full auditability.
$3M revenue from unified pharmaceutical analytics. Clinical data platforms, fraud detection processing $3.2B in billing data. 99.95% compliance screening accuracy.
Patient management system and compliance. Centralized warehousing, Tableau deployments, and analytics serving 16,000 doctors and 60,000 patients across a state-wide program.
Learn it. Verify it. Put it to work.
Three different stories with one thread: you cannot trust software you cannot check. The Honest Build Live teaches the practice and writes your rules, My Compliance Citadel enforces them at runtime, and Dearbh is what it looks like when it meets a real person with a real problem.
- Step 1Learn
The Honest Build Live
ucreatewithai.comAI being nice isn’t AI being right.
Live, hands-on training where Thomas builds with AI by eye tracking and voice, and your team learns to build and govern alongside him.
What your team learns
- How to build real tools with AI for their own work.
- Data governance: what data AI may touch, who owns it, and how it is checked.
- AI governance: two questions for every AI answer and action. Is it allowed, and is it true?
Your team leaves with its own AI journey map and the rules to match: an AI use policy, an approved-tool list, and a callback rule for money and access requests.
Keep learning: one-to-one tutoring, and online training with signed attestation for audits.
Free AI Readiness Check and AI policy templates by industry.
The rules your team writes here become the rules My Compliance Citadel enforces.
Based on The Honest Build book series.
- Step 2Verify
My Compliance Citadel
my-cc.ioIs it allowed, and is it true?
Takes the rules your team wrote and enforces them on every AI tool and agent in your business.
What it checks
- Ready: checks your data and MCP connections before any agent touches them.
- Protect: every agent action checked against policy before it runs.
- Verify: every claim checked against its source.
- Score: a continuous trust score and audit trail your insurer and regulator can use.
Every agent gets its own Agent Passport ID, and every action is written to a tamper-evident audit trail.
Compliance packs by regulation and sector, starting with healthcare. Overrides are allowed, with the reason recorded.
Ongoing managed governance, with quarterly reviews and an evidence pack before each audit.
The proof it produces is the evidence your insurer and auditor will ask for.
- Step 3Apply
Dearbh
dearbh.ioEvery claim, shown in the source.
Appeal a denied claim with proof.
Build an appeal backed by the insurer’s own rules.
For patients, families and advocates facing a denied claim.
How it works
- Private and ACA plans, Medicare, Medicaid, SSDI and SSI.
- Finds the rules that apply and pulls the facts from the denial letter.
- Proves every claim word for word against the real source.
You get an appeal where every statement points to the rule or record behind it, so the reviewer can check it in seconds.
No guesswork and no invented citations: if Dearbh can’t show it in the source, it doesn’t say it.
Built on the same two-step check: is it allowed, and is it true?
The Honest Build Live teaches the method and writes your rules. The Citadel enforces them on every agent. Dearbh proves it on a real denial letter.
Same practice, three altitudes. What a team learns in The Honest Build Live is the same discipline that runs inside My Compliance Citadel: find the rule, then prove the claim against it. Dearbh is built on the same two-step check. Each one stands alone. Together they are one argument, made three ways.
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Connexum Network Inc., operating as uCreateWithAI. Dearbh is Dearbh Corporation. My Compliance Citadel is My Compliance Citadel LLC.