Consumer Electronics Manufacturer | STAR
Clinical Data Strategy
Market analysis & positioning | Clinical workflow Design | Product roadmapping
Background:
A leading manufacturer of smart baby monitors had already won dominant product-market fit in the direct-to-consumer space, scaling its computer-vision technology to track sleep and development for thousands of families.
Paediatric healthcare was the logical next opportunity, but entering it meant shifting from consumer-centric value to clinical utility, a significant leap involving complex regulatory pathways and professional medical workflows. The challenge was identifying meaningful opportunities while accounting for the friction of clinical adoption, and translating "nursery data" into clinical evidence providers would trust.
Solution:
A market-entry strategy built on a range of target clinical workflows supported by an impact-versus-effort prioritisation framework, with a phased roadmap for regulated and non-regulated tracks. It drew on qualitative research with paediatricians and an evaluation of integration pathways against clinical value, business viability, and feasibility.
Impact:
The engagement gave a clear view of the healthcare landscape and the effort and investment entry would require. By demystifying regulatory and adoption hurdles, it provided the transparency to evaluate trade-offs — enabling informed where-to-play decisions and resource allocation toward the most viable routes to scale.
My Role:
I managed the engagement and orchestrated a cross-functional team of regulatory specialists, solution architects and design strategists. I led the market analysis and positioning, shaped the data strategy, and drove the impact-versus-effort prioritisation that framed the client's options.