AI & PRODUCT INNOVATION · REGULATED, SAFETY-CRITICAL HEALTHCARE
See the whole system,
not just the model.
Independent product and AI leadership for health-tech teams taking AI from prototype into regulated operation — validation, go-to-market, and adoption that holds up. Built by a serial innovator with a PhD and a Silicon Valley exit.
Services
Everything you need, nothing you don't.
Sjors van de Weijer, PhD
CPO at ClementineAI, PhD, Silicon Valley exit
AI product development & assurance
From concept to launch, with the validation that lets it stand up to scrutiny.
QA, audit & validation readiness
Build the evidence trail before the regulator asks for it.
US & Canada go-to-market
Market entry and release into North America, done with eyes open.
Healthcare digital technology
EHRs, clinical decision support, and systems that work inside real hospitals.
AI voice agents & ML prediction models
Hands-on building, not just advice.
Data management & privacy
Handled as a design constraint, not an afterthought.
How we work
Three things, done with depth.
See the whole system
Start with where AI actually breaks: the move from prototype into real operation.
Build what holds up
Validation, QA, and audit-readiness baked in from the start, not bolted on.
Land it in the real world
Adoption, go-to-market, and stakeholder alignment so it survives contact with reality.
Selected work
Systems that had to hold up.
300,000+ users
Scaled an FDA-regulated screening platform from lab to 1,500+ US locations; cut calibration time 30→5 min.
Eargo, Silicon Valley
800+ clinicians aligned
Implemented an EHR and shaped ICU dashboarding and real-time decision support during COVID-19, across clinical, IT, data and privacy stakeholders.
Maastricht UMC+
2 → 6 products
As CPO, stood up an AI product portfolio and governance, contributing to 600% customer growth in 6 months.
ClementineAI
Safety-critical advisory
Advising on AI and evaluation of human performance in a safety-critical environment.
EUROCONTROL
Let's talk about your system.
Tell us where AI needs to land — the constraints, the stakes, the people in the loop. We'll take it from there.
Start a conversation