Governed AI for Translational Medicine

From Bits to Bedside

A fleet of AI systems for clinicians and patients — CaseChat for deep-phenotyped case adjudication with MSMC, MammoChat for breast health, OmicsChat with ABOPM, and CaribChat for the Caribbean. Every response traced to evidence. Every interaction governed.

MammoChatCommunity
Community Learning

What patients and clinicians are teaching us

Every conversation improves the system. These are real patterns from real communities — the kind of knowledge you can't get from a textbook.

MammoChat
  • MAMMOCHAT OA-001 Response FILED 2026-05-11: Section 2(e)(1) traverse filed pro se via legacy TEAS RF; 22 days ahead of deadline; examiner re-review window 2026-06-11 to 2026-07-11

  • Dharmesh Tailor — VA radiology attending: Attending radiologist at Orlando VA introduced via Mubarak Shah; coauthor candidate for MAMMOCHAT-CLINICAL-VALIDATION

See all from MammoChat
CaribChat
  • MOU-attribution drift closure — OECS/CARICOM/PAHO/CARPHA × CaribChat: 9-FAIL closure of verify-no-mou-attribution; partner-class language stripped from BOOKS/ABOPM, DECKS/SGU, DECKS/BOND-VALE, DECKS/A

  • CARIBCHAT distribution is institution-fungible by design: caribchat.ai is anonymous and cryptographic — any organization (UWI, regional society, university, NGO) or individual clinician can distribute

  • CaribChat Launch Status: CaribChat.ai launch partnerships, MOUs, endorsements, patent co-filing, JAMA paper plan

See all from CaribChat
How it started

A book about dividends and deaths

December 29th, 2025. A manuscript about the economics of precision medicine — who profits, who dies, and why they share a spreadsheet. The writing was becoming ungovernable, so a file called CANON.md was created. Write down the rules. Define the constraints. Let the structure enforce itself.

Then the insight: governance isn't bureaucracy. It's compilation. Invalid states become errors. The specification is the product. The book that described the disease contained the cure.

Recent Work

From the lab

Roadmap

Where we've been. Where we're going.

A living timeline of what's shipped, what's in progress, and what's next. Platform infrastructure at canonic.org

ShippedApr 2026

OmicsChat: 81 actionable genes validated

Clinical genomics intelligence built on the ACMG SF v3.2 standard — every variant scored and governed.

ShippedFeb 2026

MammoChat enters clinical trial

A multi-site clinical trial (NCT06604078) evaluating governed breast health AI in real patient encounters.

ShippedApr 2026

Modern web platform

Migrated from static Jekyll sites to a modern Next.js application — faster, more accessible, and built to scale across all devices.

In progressQ2 2026

ABOPM certification track

Building a precision medicine study pathway with the American Board of Precision Medicine. OmicsChat as both learning tool and clinical aid.

In progressQ2 2026

Community learning research paper

A peer-reviewed study comparing governed and ungoverned AI systems — what happens when communities teach the machine.

Coming soonQ3 2026

MammoChat on mobile

Bringing breast health navigation to iOS and Android — same governed intelligence, right in your pocket.

Coming soonQ3 2026

CaribChat across the Caribbean

Expanding cancer navigation beyond the initial endorsement — reaching patients across the region.

Coming soonQ4 2026

Federated oncology queries

Multi-institution data queries where no patient data leaves the hospital. Distributed intelligence, centralized governance.

On the horizon

Multi-organization governance

Each institution runs its own governed instance. Cross-organization learning without sharing raw data.

On the horizon

Transparent research credits

Immutable proof of governed work — researchers earn credit for every contribution to the knowledge base.

On the horizon

Open governance scoring

Any AI system can request a governance attestation. A public standard for what 'compliant' actually means.

Events

Where to find us

Conferences, summits, and community events where we present, partner, and learn.

Upcoming

  • July 17-19, 2026
    Port of Spain
    CaribChat Launch Party
    Details →
  • November 10-13, 2026
    Orlando
    AIMed26 — AI in Medicine Global Summit
    Details →

Recent

  • March 04-06, 2026
    Santa Clara
    PMWC 2026 — Precision Medicine World ConferencePresented
    Details →
  • March 28, 2026
    Orlando
    Strong Her Women Empowerment Brunch IIIPresented
    Details →
  • April 08-09, 2026
    San Francisco area
    Health AI Summit
    Details →
  • April 30, 2026
    Kimpton EPIC Hotel
    Bamberg Health / Florida Healthcare Innovation Summit
    Details →
  • May 21, 2026
    Orlando
    AI in Healthcare — Orlando (MI10 / AIMed)
    Details →