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
Author of Digital technology-enabled home health care (PhD thesis, 2021) and 15+ peer-reviewed papers. Inventor on patent WO2023081219A1.
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 research & 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.
Scaled medical-device screening to 300k+ users
Scaled a screening platform from lab to 1,500+ US locations; cut calibration time 30→5 min and coordinated FDA-registration as Medical Device.
Eargo, Silicon Valley
Aligned 800+ clinicians around a new EHR
Implemented an EHR, and shaped ICU dashboarding and real-time decision support across clinical, IT, data and privacy stakeholders.
Maastricht UMC+
Built an AI product portfolio from 2 → 6 products
As CPO, stood up an AI product portfolio and governance, contributing to 600% customer growth in 6 months. AI voice agents processed 15,000+ minutes per month.
ClementineAI
Advisory for safety-critical aviation
Advised EUROCONTROL on the use of AI and human performance evaluation in aviation, where decisions must hold up under operational pressure.
EUROCONTROL
That's here. That's home. That's us.
Why More.
Mote is inspired by Carl Sagan’s Pale Blue Dot: Earth seen by NASA's Voyager 1 as a tiny speck of dust in a ray of sunlight. It looks small. But it is everything. A reminder to keep sight of the whole picture - and of what is truly at stake.
This 1990 photograph of Earth, caught in the center of scattered light rays, is taken at a distance of 6.4 billion kilometers from the Sun.
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