Clinician-supervised LLM layer for premium longevity clinics.
VitaBridge AI turns medical reports, biomarker data and clinic protocols into reviewed, member-ready action plans — replacing static PDFs with a secure dashboard and a doctor-in-the-loop workflow.
- Founded
- LVC, Schaan (LI)
- First pilot
- South Tyrol
- MVP horizon
- 12 weeks
Clinician-approved output
No autonomous diagnosis · EU hosted
Premium clinics still communicate longevity through static documents.
Members pay for orientation, discretion and visible progress — yet the communication layer between complex diagnostics and daily action is still PDFs, lab reports and one-off explanations. This is an operational and experiential bottleneck in a high-value segment.
Static PDFs
Lab results and protocols arrive as documents that hide what changed and why it matters.
Repeated explanations
Clinic teams spend premium hours re-explaining the same biomarker context to each member.
Invisible progress
Members rarely see a clear path from current state to the target agreed with the clinic.
Adherence drift
Without continuous nudges, individual protocols silently lose traction between visits.
Two surfaces. One controlled workflow.
A retrieval-grounded LLM agent sits between clinic-approved knowledge and the member experience — and every output passes a clinician.
For members
Member dashboard
- Plain-language explanations of complex medical reports
- Biomarker changes with target state agreed with the clinic
- Protocol progress and daily / weekly next steps
- Member questions prepared ahead of the next consult
For clinicians
Review & approval workspace
- Upload reports, structure data, manage approved protocols
- Review LLM-generated explanations before members see them
- Approve, correct or override every member-facing output
- Immutable audit trail of generated, reviewed and approved content
From medical report to approved action plan
Ingest
Lab reports, biomarker series and clinic-approved protocols are structured into a member-specific knowledge base.
Generate
A retrieval-augmented LLM drafts explanations and next steps, grounded in approved sources with citations.
Review
The clinician approves, edits or rejects every draft. Nothing reaches the member without a doctor-in-the-loop.
Engage
Members see clear progress, target state and weekly actions — with adherence tracked back to the clinic.
Built for a sensitive domain — and for European rules.
We treat privacy, medical responsibility and AI governance as product requirements, not afterthoughts.
Clinician-in-the-loop by design
Member-facing recommendations require explicit clinician approval. No autonomous diagnosis or treatment advice.
Retrieval grounded in approved sources
Every generated explanation is anchored in clinic-approved knowledge with source citations and audit trail.
European, privacy-preserving stack
EU hosting, GDPR-aligned data flows, model-agnostic architecture — ready to evaluate privacy-preserving European LLMs.
Clear regulatory boundary
Positioned as a communication and coaching layer — explicitly outside autonomous medical decision-making. EU AI Act and MDR boundary validated during the programme.
A narrow first market — with a clear European expansion path.
We start where the pain is most acute and willingness-to-pay is highest: premium longevity and preventive health clinics in Europe. Recurring diagnostics, high member value and complex protocols make this the right beachhead for a clinician-supervised LLM layer.
Model
B2B SaaS & clinic licensing
Pricing
Setup + monthly + per active member
Deployment
White-label per clinic
Pilot context
Private clinic, South Tyrol
Segment ladder
- 01Premium longevity clinicsBeachhead
- 02Preventive medicine centresAdjacent
- 03Executive health providersAdjacent
- 04Sports medicine & performanceExpansion
- 05High-end rehabilitationExpansion
A focused MVP — demonstrable on Demo Day
Six phases. One pilot pathway. A single member journey from complex report to clinician-approved action plan.
Scope & risk boundary
- ·Select one narrow pilot pathway
- ·Map data categories and privacy risks
- ·Decide model and hosting architecture
Knowledge base & data model
- ·Build first clinic-approved knowledge base
- ·Define report & protocol data fields
- ·First retrieval and prompt flows
Member experience
- ·Member dashboard with report explanation
- ·Biomarker progress view
- ·Protocol-based next steps (synthetic data)
Clinician workspace
- ·Review, approval & override workflow
- ·Audit trail and protocol management
- ·Clinician-in-the-loop end-to-end
Validation
- ·Clinic usability & compliance test
- ·Business model and pricing validation
- ·Investor and Demo Day narrative
Final demo & funding step
- ·One full member journey demo
- ·Pilot proposal for first clinic
- ·Investor-ready narrative & funding ask
Use of the €25,000 support
Privacy & regulatory review · secure hosting · medical domain review · UX refinement · pilot preparation.
Founders with venture, AI and clinic-access experience.
VitaBridge AI is incorporated as a Liechtenstein Venture Cooperative (LVC) in Schaan — a structure designed for IP, know-how and capital contributions to live under one roof.
Julian Thuile
Co-founder · Commercial & Customer Discovery
Venture builder and B2B operator. Co-founder of LEAD Horizon (nine-figure ARR, successful exit). Currently leads dockyard, focused on new-market development for B2B in DACH.
Hartmut Hübner
Co-founder · AI Architecture & Responsible AI
Co-Founder of MMIND.ai (Schaan). Builds AI knowledge bases, MCP tooling, Claude Skills, Dify and secure infrastructure for SMEs. Senior B2B communications background (Siemens Financial Services, Deutsche Börse).
Eva Marie Mühlberger
Co-founder · Operations & Programme Execution
Owns operations, validation process and commercial packaging for the 12-week programme. Profile detail to be added to the final submission.
Specific enough to validate in 12 weeks. Ambitious enough to scale across Europe.
- Real LLM workflow
- A retrieval-grounded agent for a specific operational bottleneck — not a generic chatbot.
- Premium B2B market
- High-value European clinics with recurring diagnostics and clear willingness to pay.
- Responsible AI boundary
- Clinician-in-the-loop by design. Explicit AI Act / MDR positioning from day one.
- European strategic relevance
- EU hosting, GDPR-aligned, model-agnostic — ready for European LLM evaluation.
- 12-week demo-able
- MVP scope narrow enough to show one full member journey on Demo Day.
For evaluators · clinics · partners
Request the VitaBridge AI pilot brief.
Two pages: pilot pathway, technical architecture, responsible-AI boundary, and the use of the €25,000 LLM-BRIDGE support tied to concrete milestones.