Product Strategy Designer
UIUX Designer
QuantumLife
- Overview
When I joined, QuantumLife had genomics technology and potential customer segments. But the founders faced a fundamental question: 'How do we turn this into a product hospitals will purchase and doctors will actually use?' The business stakes is QuantumLife needed to secure its first hospital customer to validate the B2B2C model. Without institutional deployment, the technology—however sophisticated—would remain uncommercial.
The Stakeholder Challenge
Healthcare AI products must satisfy multiple parties with conflicting needs, a challenge intensified by the fragmented longevity medicine infrastructure, where sequencing labs, hospitals, and patients operated in silos.
Hospital Administrators Procurement teams required centralized oversight and cost control. They couldn't approve a model where individual doctors signed up independently, bypassing institutional budgets and compliance processes. The platform needed hospital-level management.
DoctorsClinicians needed simple, fast workflows that integrated into their practice. They wouldn't adopt complex enterprise software requiring extensive training. The interface had to feel intuitive while handling genomics complexity behind the scenes.
QuantumLifeAs an early-stage company, the business needed efficient operations that could scale without proportional cost increases. Supporting each hospital with dedicated staff wasn't sustainable—the architecture had to enable growth.
OutcomeHospital contract signed and platform successfully deployed with clinical team at Gleneagles Hospital Hong Kong—IHH Healthcare's premium network (USD $5.3B revenue, 80+ hospitals across Asia).
QuantumLife identified the critical gap: sequencing labs could generate data but lacked clinical interpretation to reach hospitals. Hospitals faced surging demand for longevity services but couldn't afford sequencing infrastructure or specialized interpretation teams. QuantumLife positioned itself as the essential connector, enabling hospitals to deploy longevity medicine without massive infrastructure investment.
Based on QuantumLife's strategic objective and initial product scoping documents, the platform needed to serve multiple institutional segments, from large hospital systems requiring centralized oversight to boutique longevity clinics operating with minimal administrative staff.
However, company documentation outlined high-level business requirements without specifying actual clinical workflows. To translate strategic intent into concrete product requirements, we conducted physician interviews to understand how longevity medicine services would be delivered in practice.
Action 1: Hospital Stakeholder Validation and Feedback Collection