AI GOVERNANCE PLATFORM

Your AI ships. Can you prove it's compliant?

Every regulated AI needs a compliance score before it ships. CANONIC compiles governance declarations into a 255-bit attestation, validated by the same engine that governs 20,000+ clinical encounters across 51 enterprise hospitals. Medicine, real estate, finance, defense: 21 industries, one target.

Talk to Us See the Evidence
magic scan
$ magic scan canonic-canonic
FOUNDATION: 255/255 (tier 5) FULL
INDUSTRIES: 255/255 (tier 5) FULL
MAGIC: 255/255 (tier 5) FULL
domains: 3 min: 255 max: 255
$ magic scan canonic-canonic/MAGIC
COMPLIANCE: 255/255 (tier 5) FULL
GALAXY: 255/255 (tier 5) FULL
SERVICES: 255/255 (tier 5) FULL
SURFACE: 255/255 (tier 5) FULL
TOOLCHAIN: 255/255 (tier 5) FULL
domains: 5 min: 255 max: 255
$ magic validate canonic-canonic
255/255 tier:5 FULL VALID
21
GOVERNED INDUSTRIES
$255B
ANNUAL WASTE
20K+
GOVERNED ENCOUNTERS
51
ENTERPRISE HOSPITALS
TWO BOOKS. ONE SYSTEM.

Whether you govern AI or build it, start here.

We wrote two books because governance needs two languages. Pick yours.

The CANONIC Canon

9 parts. 44 chapters. Written for boards, CIOs, compliance officers, and anyone who needs to understand what AI governance is and why it matters without writing a line of code. From HIPAA to Basel III, every concept instantiated with real clinical evidence from MammoChat, RUNNER, and the full fleet.

  • NYT editorial quality — human prose, not spec sheets
  • Every chapter: one concept, one clinical proof
  • Healthcare, finance, real estate, defense — 21 industries
Read the Canon
255 CANON

The CANONIC Doctrine

8 parts. 50 chapters. Written for engineers who build governed systems. Your first axiom. Your first TRIAD. Your first scope. Your first 255. DRY. MATH. FIXED. PURE. The implementation manual for the governance standard.

  • Code-first — every pattern has a working implementation
  • FHIR to INTEL to CHAT to COIN pipeline examples
  • Python, Swift, TypeScript, Markdown
Read the Doctrine
Read the Canon Read the Doctrine
THE FLEET

Shipped. Governed. Live.

Not roadmap items. Deployed products with real users, real transactions, and real governance.

Same governance engine. Different domains.

Four AIs governing patient care.

MammoChat is a free breast health companion running as a live clinical trial (NCT06604078). OncoChat governs oncology. OmicsChat governs precision genomics. MedChat governs general medicine. Every recommendation traced to NCCN guidelines. 20,000+ governed encounters across 51 enterprise hospitals.

  • NCT06604078 — registered on ClinicalTrials.gov
  • $2M — Florida Department of Health grant
  • 20,000+ governed encounters
  • 51 enterprise hospitals, 40+ US metros
Try MammoChat
MammoChat OncoChat OmicsChat MedChat

$12.2M portfolio. RUNNER is the flagship.

RUNNER handles every listing task from signs to closings — the real estate flagship. REAL TALK answers property questions from public records. NONA connects buyers and sellers in real time. Two countries. Three properties. Every interaction ledgered. Every COIN minted.

  • $12.2M — 3 properties, 2 countries
  • JP Capital Realty — licensed brokerage
  • 12 service categories, per-task COIN pricing
Try RUNNER
RUNNER REAL TALK NONA

Finance and law — in development.

FinChat will trace every financial claim to regulatory filings (SOX, Dodd-Frank, Basel III). LawChat will provide legal literacy with full citation. Non-advisory by construction, not by disclaimer. Same governance engine, new domains.

  • SOX + Dodd-Frank + Basel III validated
  • Non-advisory by construction
  • Same 255-bit compliance target
Visit Hadley Lab
21 GOVERNED DOMAINS

One platform. Any regulated industry.

Every service inherits its industry’s constraints. The MAGIC compliance engine validates governance — the constraints come from the industry tree.

Same platform. Different regulations.

Clinical AI

HIPAA. NCCN. mCODE. Every recommendation traced to evidence. MammoChat is the reference — 20,000+ governed encounters at a 550-facility health system across 9 states.

Governed Transactions

A $12.2M portfolio across Lake Nona and London. Every listing task tracked by RUNNER. Every transaction governed. Every interaction ledgered.

Financial Intelligence

SOX. Dodd-Frank. Basel III. Every claim sourced, non-advisory by construction. The same compliance engine that validates clinical evidence validates financial information.

Classified Compliance

ITAR. CMMC. FedRAMP. Classification flows down the inherits chain. Clearance is a constraint, not a feature.

See all 21 Industries
COMPLIANCE TIERS

Five levels. One compliance target.

Every scope validates toward 255. Each tier is a stable plateau — a bitmask where every bit carries governance information.

COMMUNITY
35
bits
  • CANON.md — the declaration
  • README.md — the interface
  • VOCAB.md — the type system
  • The minimum viable governance
BUSINESS
63
bits
  • Everything in COMMUNITY
  • Specification document
  • Organized and auditable
  • Publishable and auditable
ENTERPRISE
127
bits
  • Everything in BUSINESS
  • Coverage — 8 diagnostics answered
  • Roadmap — versioned and public
  • Continuous governance pipeline
AGENT
224
bits
  • Everything in ENTERPRISE
  • Self-improvement — system learns from errors
  • Proof chain — references and evidence
  • Autonomous governance refinement
MAGIC
255
bits
  • Everything in AGENT
  • Inherited design system
  • Full compliance — all 8 questions answered
  • COIN minting — governance becomes revenue
Governance without proof is theory. Proof without governance is anecdote.
THE ECONOMY

Compliance becomes an asset.

Traditional compliance is a cost center. CANONIC inverts this — every governance improvement mints COIN proportional to the score gradient. The overhead becomes the product.

COIN = WORK

The gradient is the reward.

Improve a scope from 0 to 35 and mint 35 COIN. Reach 255 and your governance work has minted exactly 255 COIN. Supply is bounded by governed scopes times 255. The economy grows by governing more — not by inflating.

Read the economics paper Read the governance thesis
READ THE EVIDENCE

Every claim published. Every proof sourced.

72 essays. 10 papers. 5 books. Not marketing — evidence.

PAPER
The $255 Billion Wound
American healthcare wastes $255B a year on governance it cannot prove. The economic case for why AI governance is not optional.
Read the paper →
ESSAY
AlphaGo at 10
Ten years ago, a machine proved intuition was computable. It forgot to prove it was trustworthy. The decade of ungoverned intelligence.
Read the essay →
ORIGIN
Why We Built This
A surgeon watched AI hallucinate in a clinical setting. 14 years, 7,062 commits, and 6 patent families later, the governance framework exists.
Read the story →
PAPER
The €344 Billion Euro Wound
Two continents. Same gap. Same mathematical solution. The global case.
Read the paper →
ESSAY
How Governance Sells Itself
When the specification is complete, you don't sell it. You show it. The deal closes itself.
Read the essay →
ESSAY
COIN for Humans
Not cryptocurrency. Not a token. An attestation receipt. The economics of governed work, explained without jargon.
Read the essay →
All Papers All Books
PROVEN IN PRODUCTION

Built by a lab that lives under its own governance.

Hadley Lab is the first organization certified to 255. A clinical research lab that governs four AIs, a $12.2M real estate portfolio, and professional intelligence under the same compliance engine. The lab is the proof that the platform works at production scale.

Visit Hadley Lab Read the origin story