634 - Smart Summaries and Real-World Evidence: How HEALWELL AI is Supporting Clinicians

In this episode of Talking HealthTech, Peter Birch speaks with Aaron Leibtag, Co-founder and Chief Executive Officer of Pentavere, a HEALWELL AI company.

The conversation covers Aaron Leibtag's transition from finance to healthtech, the founding story of Pentavere, how AI technology is being leveraged to improve healthcare data utilisation, the practical impact of these solutions in real health settings, and what partnerships with organisations like Orion Health mean for the future of health systems in Australia and beyond.

Aaron explains why roughly 80% of existing health data sits unused, buried in free-text notes, referral letters and PDFs that analytics and decision-support tools rarely reach.

He walks through how Pentavere's Darwin AI engine works, using natural language processing to read and interpret that material and build summaries that reflect the judgement of clinical experts, with full source document verification so clinicians can trust what they are seeing.

The discussion also looks at the Darwin Power Smart Summary pilot delivered with Canada Health Infoway and integrated directly into the EMR, alongside close to eighty real-world evidence studies run across Canada, the United States, Europe and the Middle East.

From there, the conversation turns to the ethics, privacy and governance questions that come with deploying AI in clinical settings.

Peter and Aaron close on what Australia's existing health information exchanges make possible, why medical error and missed screenings remain such costly problems, and why solving the basics matters more than chasing the next breakthrough.

Key Takeaways

🩺 The majority of documented healthcare data remains unused, with AI technology now helping to extract and utilise this information for patient benefit

🌏 Implementation of AI-driven real-world evidence studies is already underway in countries including Canada, the US, Europe, the Middle East, and Australia

⏱️ AI tools that summarise patient data significantly reduce clinician administrative load and improve accuracy in patient care decisions

🔒 Ethical, secure, and compliant deployment of AI in healthcare is a global priority, with regions like Europe leading on policy frameworks

🤝 Partnerships with organisations like Orion Health are helping accelerate access, interoperability, and clinical utility of healthcare data in Australia and globally

Timestamps

00:01 — Introduction & guest background

03:01 — Why healthcare data is underutilised

05:10 — Real-world AI implementations

07:57 — Immediate and long-term impact of solutions

15:06 — Clinician-level AI tools

21:10 — Orion Health’s role in the Australian context

Check out the episode and full show notes on the Talking HealthTech website.

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