WHAT WE OFFER
Three focused services
Each engagement is scoped to deliver a specific, useful output — not a vague roadmap.
Clinical Data Analysis & Modelling
Structured machine learning applied to de-identified clinical or operational health data — patient outcome analysis, readmission risk stratification, and resource utilisation patterns.
- Outcome and length-of-stay modelling
- Plain-language output with clear caveats
- Works within your data governance protocols
AI Implementation Advisory
Guidance for health systems evaluating or implementing AI-assisted clinical tools — covering vendor assessment, workflow integration, staff engagement, and Singapore's regulatory requirements.
- Vendor assessment framework
- MOH / IDSC governance alignment
- Written outputs at each advisory stage
Health Data Readiness Assessment
A careful review of your data assets, collection practices, and infrastructure to identify what is realistically available for AI applications — and what foundational work may come first.
- Data quality and completeness review
- Access control and compatibility checks
- Written assessment report
WHY MIROVA HEALTH
Working at the intersection
of clinical reality and data science
Healthcare data is different. It carries clinical consequences, regulatory weight, and the practical constraints of systems built for care — not analysis. We understand that context, and it shapes how we work.
See All BenefitsData Governance First
Every engagement is framed around your existing governance requirements, not around maximising data extraction.
Clinical Context Awareness
We work closely with your clinical and informatics teams to ensure outputs make practical sense at the ward level.
Transparent Outputs
Reports include clear language on model limitations and conditions for appropriate use — not just headline figures.
Singapore-Specific
Regulatory familiarity with MOH, PDPA, and the IDSC AI in Healthcare framework — without the need for a lengthy onboarding period.
LET'S TALK
Not sure where to begin?
A short initial conversation is often the most useful step. We can help clarify whether your organisation's data and objectives are a good fit for our services — before any commitment is made.
COMMON QUESTIONS
Frequently asked questions
What types of healthcare organisations do you work with?
We work with public and private hospitals, polyclinics, specialist outpatient clinics, and digital health teams within health systems. Our engagements are suited to organisations that already hold structured health data and have some internal clinical informatics capability — or are building one.
How long does a typical engagement take?
The Health Data Readiness Assessment typically takes two to three weeks. AI Implementation Advisory is structured across four to six sessions, usually spanning six to eight weeks depending on your organisation's pace. Clinical Data Analysis projects vary based on data access arrangements and model complexity — we'll give a time estimate after an initial scoping call.
How is patient data handled during an engagement?
All analytical work is conducted on de-identified data within governance protocols agreed with your institution. We do not retain, transfer, or store identifiable patient information. Data handling arrangements are documented before work begins and reviewed by your informatics or legal team.
Do you work within Singapore's PDPA and MOH AI guidelines?
Yes. Our advisory work specifically covers alignment with Singapore's Personal Data Protection Act, MOH's Health IT Master Plan, and the Artificial Intelligence in Healthcare Guidelines developed by MOH and the IDSC. We help organisations understand what these frameworks require in practical terms — not just in principle.
What is the right service to start with?
For most organisations, the Health Data Readiness Assessment is the most appropriate first step. It gives a clear picture of where your data stands before investing in modelling or vendor evaluation. That said, if your team already has a strong data foundation and a specific use case in mind, we can begin at whichever point makes most sense for you.
What does the pricing cover?
Prices listed are starting points for a standard-scope engagement. Each project is quoted individually after an initial scoping conversation. The final fee reflects the complexity of your data environment, the depth of analysis required, and the number of written deliverables. There are no hidden add-ons — everything is agreed in writing before work begins.
FIND US
Our Location
11 Outram Road, #07-02, Singapore 169078
GET IN TOUCH
Begin the conversation
Contact Details
PHONE
+65 6582 3047ADDRESS
11 Outram Road, #07-02
Singapore 169078
WORKING HOURS
Monday – Friday: 9:00 AM – 6:00 PM SGT
Saturday: 10:00 AM – 1:00 PM SGT
Sunday & Public Holidays: Closed
We aim to respond to all enquiries within one working day. For complex clinical data questions, we may request a brief call before providing a detailed response.
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