In this episode of The TechDental Podcast, Dr Randeep Singh Gill sits down with Dr Sonia Szamocki, founder and CEO of 01Health and a former A&E doctor, Oxford-trained clinician and BCG strategist who has built clinical AI infrastructure from scratch.
This is essential listening for DSO operators, dental practice owners, dental AI founders, and healthtech investors trying to understand what actually drives AI adoption inside a clinical organisation.
We get into:
- Why the decisive question is whether your organisation can absorb what AI delivers, not which tool you buy
- Why you start with the problem, not the tool
- The difference between deterministic and probabilistic AI, and why it breaks standard governance
- Why evaluation, not building, is now 50 to 90% of the real work
- How to introduce AI without triggering the change fatigue that kills adoption
- Why building from within beats doing AI to your organisation
- How to evaluate vendor claims independently
- Why the heaviest lifting in adoption belongs to the vendor, not the customer
- Why you should build on imperfect data instead of waiting for perfect foundations
⏱️ CHAPTERS
00:00 The wrong variable: why most groups misframe AI
02:02 Start with the problem, not the tool
05:15 Deterministic vs probabilistic systems
06:13 Why evaluation is now 50 to 90% of the work
09:22 Change fatigue and the resistance that kills adoption
11:49 Who restructures care vs who just automates
14:29 Evaluating AI performance claims independently
16:13 The proprietary data layer, and who owns it
24:49 Building a data strategy on imperfect foundations
26:30 The vendor question: solution or problem transfer
29:03 The four questions every DSO should ask a vendor
🎧 LISTEN TO THE FULL EPISODE
Spotify: https://bit.ly/41UsqRO
Apple Podcasts: https://bit.ly/41pKL9b
👤 GUEST: DR SONIA SZAMOCKI, 01HEALTH
Website: https://01health.ai/uk
LinkedIn: https://www.linkedin.com/in/dr-sonia-szamocki/
01Health LinkedIn: https://www.linkedin.com/company/01health/
Instagram: @01.health / @aerox.health
🔗 CONNECT WITH TECHDENTAL
Host Dr Randeep Singh Gill: https://www.linkedin.com/in/drrandeep/
Web: https://www.techdental.com
Full written analysis: https://www.techdental.com/insights
Email: info@techdental.com
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TechDental is the UK podcast on artificial intelligence, capital, and operator intelligence in dentistry. We bring founders, operators, clinicians and investors the strategic picture on how AI is reshaping dental practice economics, DSO strategy, and the future of the profession. New episodes weekly.
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