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    • Home
    • About Us
      • What We Do
      • Leadership
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    • News & Blog
    • Contact Us
  • Home
  • About Us
    • What We Do
    • Leadership
  • Global Initiatives
  • DorothAI™
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Introducing

Clinical AI That's Ready for the Real World

DorothAI™  is a governance platform that lets healthcare teams deploy and manage AI safely within their existing workflows.

  • Built in safety and compliance
  • Integrates with clinical workflows
  • Clear audit trails for every decision

Request early access

A Clinical Governance Engine

AI that can safely operate in clinical environments

AI that can safely operate in clinical environments

AI that can safely operate in clinical environments

DorothAI™ monitors patient safety risks in real-time providing alerts to prevent patient harm while maintaining full compliance.

Discuss a pilot

Example Use Case

AI that can safely operate in clinical environments

AI that can safely operate in clinical environments

Starting with cardio-oncology safety during chemotherapy, we bridge the gap between static models and high-risk clinical workflows. 


DorothAI™ improves outcomes for 100K+ patients annually receiving HER2-targeted therapy across major markets.  

THE CHALLENGE: AI hallucinations in healthcare

Safety risks

Compliance hurdles

Compliance hurdles

Standard AI models lack the clinical guardrails required for reliable medical decisions.

Compliance hurdles

Compliance hurdles

Compliance hurdles

Regulatory complexity often prevents teams from using AI to improve patient outcomes.

THE TRUST GAP

AI is being adopted. It is not safe to deploy.

Ungoverned Adoption

Ungoverned Adoption

Ungoverned Adoption

Healthcare systems are using AI without structural safeguards. Many tools aren’t designed for high-risk clinical environments, where accountability is non-negotiable.

Cardiotoxicity Risk

Ungoverned Adoption

Ungoverned Adoption

Cancer treatments save lives, but can cause permanent heart damages. Current monitoring is reactive, manual, and prone to significant high variability.

Static Limitations

Ungoverned Adoption

Static Limitations

 Models trained on static datasets fail to account for individual patient trajectories. Without real-time governance, static AI is a clinical liability. 

A NEW CATEGORY OF CLINICAL AI

We don’t just provide a model; we provide a governed execution environment for medical intelligence.

Clinical Workflow

Governed AI Output

Clinical Workflow

 Deep integration into the patient’s oncology journey, capturing nuanced real world data. 

Micro-Model™

Governed AI Output

Clinical Workflow

 Task specific, highly specialised models designed for predictive accuracy in cardiotoxicity. 

Governed AI Output

Governed AI Output

Governed AI Output

 Auditable, printable results with built in human in the loop validation checkpoints. 

EXAMPLE USE CASE

We don’t just provide a model; we provide a governed execution environment for medical intelligence.

Monitoring patient safety during cancer treatments

Chemotherapy induced cardiotoxicity

Safety treatment monitoring

Personalised risk trajectories

Personalised risk trajectories

Preventing complications from intensive treatments through predictive, surveillance and daily safety alerts.

Personalised risk trajectories

Personalised risk trajectories

Personalised risk trajectories

 Moving to tailored safety monitoring that maps individual patient risks in real time.

Supported clinical decisions

Personalised risk trajectories

Supported clinical decisions

 Providing healthcare teams with governed insights to adjust patient care before Issues arise. 

TRUSTED ACROSS THE ECOSYSTEM

Deploying AI with confidence through a shared layer of governance and safety

Hospitals & providers

Hospitals & providers

Hospitals & providers

Deploy AI safely across your organization while maintaining full clinical control:

  1. Reduced clinical liability
  2. Better patient outcomes
  3. Automated safety reporting

Academic centers

Hospitals & providers

Hospitals & providers

Built evidence with governed data and traceable models for clinical research:

  1.    Validated data cohorts
  2. Replaceable model training
  3. Auditable research metrics

Pharma & industry

Hospitals & providers

Pharma & industry

Accelerate development with trusted outcomes and continue safety monitoring:

  1. Trusted clinical outcomes
  2. Post market surveillance
  3. Scalable safety protocols

Work With Us

Inquire about our early-adopter pilot program or request technical specifications.

Request details

Copyright © 2026 Global Health & Digital Innovation Limited trading as Global Health & Digital Innovation Foundation (GHDIF), All Rights Reserved. GHDIF is a non-profit company limited by guarantee registered in England and Wales with Company Number: 14668242.

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