609 - Automating Primary Care Admin with Care GP: AI Solutions for Australian Clinics

Talking HealthTech
Talking HealthTechMay 20, 2026

Why It Matters

Automating routine admin tasks cuts operating costs and boosts clinic profitability, accelerating AI adoption in primary‑care.

Key Takeaways

  • KGP's Samantha automates document import, saving clinics hours daily.
  • Admin costs represent one‑third of healthcare spending, driving need for AI.
  • Samantha grew to 300+ users in nine months via inbound demand.
  • New voice agent Veronica launched, but its impact remains unproven.
  • Case study shows $55k annual savings for a 10‑doctor practice.

Summary

The Talking Health Tech podcast featured Melvin Chen, CEO of KG GP, outlining the company’s AI‑driven tools aimed at slashing administrative burdens in Australian primary‑care clinics. The flagship product, Samantha, automatically imports and categorises incoming medical documents—from fax to email—directly into practice‑management systems, a task that traditionally consumes three to four hours of staff time per day.

Chen highlighted that administrative overhead accounts for roughly one‑third of total healthcare costs, prompting a market hungry for efficiency. Since its launch last year, Samantha has attracted over 300 practice users without outbound sales, driven by a strong user experience and a Net Promoter Score that climbed from 17 to 45. The company’s lean, engineering‑heavy team iterates daily on feedback, even offering WhatsApp‑based support for each practice site.

A recent case study demonstrated tangible financial impact: a ten‑doctor clinic saved $55,000 annually by reducing five to six hours of casual staff work each day. While Samantha’s document automation is delivering measurable ROI, KG GP’s second offering, Veronica—a voice‑agent for handling phone calls—remains in early rollout, with its effectiveness yet to be proven.

If the adoption curve continues, AI‑powered back‑office tools could reshape primary‑care economics, enabling smaller practices to compete with larger networks by lowering labor costs and freeing clinicians to focus on patient care. However, broader deployment will depend on maintaining near‑perfect accuracy and expanding integration across fragmented clinic software ecosystems.

Original Description

In this episode of Talking HealthTech, Peter Birch speaks with Melvin Chen, CEO and founder of Care GP, about the evolving role of automation and artificial intelligence in primary care administration.
The conversation digs into the very real administrative pressures facing Australian GP clinics today and how Care GP is working to address them in practical, measurable ways.
Melvin walks through the development and growing uptake of Care GP's products, Samantha and Veronica, sharing firsthand insights into how these tools are being received by practices on the ground.
Their discussion also explores broader themes around workforce efficiency, technology adoption, and what it truly means to build technology that fits the way clinics actually work.
The episode further explains why AI-driven admin solutions are becoming an essential part of the future of general practice in Australia.
Key Takeaways
💡 Administrative costs are a significant burden in healthcare, making up to a third of overall spending; automating these processes leads to major efficiency gains.
💡 Care GP’s solutions, particularly Samantha for document processing and Veronica for voice automation, are being rapidly adopted, with customer demand driving product focus.
💡 Clinics have realised direct workforce cost savings—up to $55,000 per year at mid-sized sites—by automating document management tasks.
💡 The conversation highlights that technology is not about replacing staff, but about redeploying people to higher-value tasks and enabling practice growth.
💡 Customisation for medical workflows and continuous user feedback are essential for the successful implementation of AI-based admin tools in healthcare.
Timestamps
00:00 - Introduction & Care GP recap
02:11 - Admin burden in primary care
05:06 - Launch and adoption of Samantha
14:05 - IT budget vs workforce savings
22:41 - Veronica voice agent demonstration
31:07 - What's next for Care GP
Check out the episode and full show notes on the Talking HealthTech website.
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