Works
Value Proposition
The SeeS4Health AI Radar creates value for multiple stakeholders …
Client • Stakeholders
Category • MedTech
Problem & Opportunity:
AI is sweeping through radiology, surgery, decision support, and clinical operations.
What’s missing: a systematic way to measure readiness, demonstrate compliance (EU AI Act/MDR/MPDG/KHZG), and prioritize investments.
Traditional digital maturity tools primarily focus on infrastructure – not algorithmic quality, governance, ethics, and clinical added value.
The result: nice pilots, little integration, unclear funding, and missed benefits.
The EU AI Act, the Medical Device Regulation (MDR), and the Hospital Future Act (KHZG) require evidence of the safe use of AI – but offer little practical guidance.
Across Europe, 3,000 to 10,000 hospitals will have to assess and demonstrate their AI maturity and compliance capabilities under these regulations in the coming years.
Marketview:
- Digital Health: €117.7 billion (2024) → €292.9 billion (2033)
- Health AI: +37.9% annual growth → €143 billion
- Over 70% of European hospitals already use AI – but a standard for governance and verification is lacking
Revenue streams:
- Assessment-as-a-Service – guided audits with experts, including workshops and tailored reports
- Software subscriptions – annual access to the self-assessment platform, dashboards and updates
- Certification & Trust labels – optional external audits leading to a publicly recognizable seal
- Training and advisory services – custom workshops on AI governance, data quality and ethics
- Partnership licenses – white-label versions for consultancies or national programs
Scope of Work:
- Make the AI radar more patient-centric; provide clear, understandable reports
- Closer integration with legal requirements (e.g. the Hospital Health Act) and improved usability
- Prioritization criteria for benefit areas (value scoring)
- Focus on data quality, interoperability, acceptance, and qualification
Clients:
- Hospitals: Benchmarking, compliance assurance, eligibility
- Regulators: Evidence for EHDS and policymaking
- Technology providers: Maturity and trust metrics
- Insurers: Foundation for value-based care contracts
- HealthTech & Longevity industry: Regulatory certainty & credibility
