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AI governance and readiness

Adopt AI safely, inside the rules

AI strategy, readiness and governance for hospitals and insurers, aligned to your regulator and to ISO 42001.

Governance before deployment

Most AI risk in healthcare sits outside the model.

It sits in how a system is chosen, approved, used and watched. Governance is what lets you say yes to AI with confidence, building on the information security and risk management practices you already run and on Flow risk management.

What we deliver

AI strategy and roadmap

  • Where AI creates value across your clinical, financial and operational work
  • A shortlist of use cases with value and risk for each
  • A funded roadmap your board can approve
  • An operating model for your data and AI teams

Readiness and ISO 42001

  • AI readiness assessment
  • ISO 42001 gap assessment
  • AI management system documentation
  • Preparation for the certification audit

Governance and policy

  • AI policy and governance framework
  • Alignment with the DoH Abu Dhabi Responsible AI Standard, AI policy and AI Clinician Framework, the DHA AI policy and SFDA guidance
  • An AI register and approval workflow
  • Training for staff on safe use of AI

Validation and monitoring

  • Model validation on your own population
  • Fairness checks across patient groups
  • Performance and drift monitoring
  • An incident process for AI

How an engagement runs

  1. 1

    Assess

    2 to 4 weeks

    We review your current AI use, policies, contracts and risks, and map them against your regulator's requirements and ISO 42001.

  2. 2

    Design

    We write the policy, the governance framework, the AI register and the approval workflow with your leadership.

  3. 3

    Embed

    Ongoing

    We run the first reviews with you, train your staff, and set up validation and monitoring for systems in use.

How we work with you

You decide
We assess, prepare and advise. Your accountable people make the decisions and keep their regulatory duties.
Built from operating experience
Alpha Health Group's regulation and accreditation work shapes every framework we write.
Practical, not theoretical
Every policy comes with the workflow, register and checklist that make it work on a busy day.
Evidence you can show
Validation reports, decisions and reviews are recorded so you can show an auditor what was done and why.

Ways to start

  • 2 to 4 weeks

    AI readiness assessment

    Current AI use, policies and risks, with a gap view and a governance plan.

  • 2 to 4 weeks

    ISO 42001 gap assessment

    Where your AI management stands against ISO 42001, and the work to close the gaps.

  • Scoped with you

    AI governance pack

    Policy, framework, AI register and approval workflow, written with your leadership.

Common questions

  • No. Accredited certification bodies certify. We assess where you stand, prepare the AI management system and its documentation, and get you ready for the certification audit.

  • In Abu Dhabi, the DoH Responsible AI Standard and the DoH policy on the use of AI in healthcare; in Dubai, the DHA AI policy; in Saudi Arabia, the SFDA guidance on AI medical devices; and internationally, ISO/IEC 42001.

  • Yes. DoH published the framework on 21 October 2026 to guide research into AI clinician systems; the activities they may perform will be set in later DoH policies and standards. We help providers prepare for that research and for those rules as DoH publishes them.

  • No. Many organisations start here, before the first AI system goes live, so that every later project follows the same rules. When you are ready to build, our AI agents team works within the framework we set up with you.

  • An AI readiness assessment gives you a gap view, a risk register and a governance plan you can act on within two to four weeks.

  • A sponsor from leadership, someone from quality or risk, and your IT and data leads. We keep the time we need from clinicians short and specific.

Not answered here? Contact the team

Our clients

See every client

Al Ain Fertility Center

Find out where your AI governance stands

Start with a readiness assessment and leave with a clear plan.

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