General Practice Registrars Australia (GPRA) has partnered with Lyrebird Health to put GP trainees at the centre of designing clinical AI tools and the safety frameworks around them. The independent peak body, representing about 22,000 GP trainees, will establish a national working group to advise on how AI is developed and used in general practice.
What the partnership delivers
From 2027, GPRA members will receive 12 months of free access to Lyrebird Pro and an AI-confidence curriculum. The curriculum covers AI-safe practice, billing confidence, and portfolio careers. GPRA will soon invite expressions of interest from members across Australia to join the working group.
Lyrebird will select up to nine GPRA members to serve as clinical champions. "They will act as peer educators and shape both the AI-confidence curriculum and Lyrebird's clinical AI tools through structured co-design and feedback sessions," GPRA said. Working group members will also gain direct access to Lyrebird's clinicians, engineers, and staff, along with mentorship and a portfolio-career credential.
Focus on everyday clinical realities
The working group will concentrate on the practical demands of clinical documentation and the administration surrounding it. This includes how notes are structured for a GP seeing the full range of presentations, how well documentation captures complex or multi-problem consults without losing nuance, and how referral letters, care plans, and patient summaries perform in real use. The group will also examine how tools like Lyrebird's Best Practice integration fit into consultations without pulling a clinician's attention away from the patient.
Lyrebird's published framework for evaluating AI-generated clinical notes will inform how the working group tests its AI tools and provides structured feedback. The partnership also provides for co-published research and findings, with GPRA credited.
Why trainees, not just experienced GPs
The organisations argue that doctors in training have more at stake in the adoption of clinical AI than other GP groups. "They are forming the clinical and technology habits that will shape how medicine is practised for decades to come," said Lyrebird spokesperson Dr Ray Boyapati. "We'll be working with GPRA members to understand what they actually need from clinical AI and what genuinely works in everyday practice."
The larger trend
This partnership builds on GPRA's late-2024 agreement with MediRecords, which gave members access to a cloud-based practice management system supporting flexible models of care. The Lyrebird deal extends that infrastructure focus into the clinical AI tools trainees will encounter throughout their careers. For professionals tracking how AI education is evolving in clinical settings, AI for Healthcare Courses offer structured pathways into this area.
Why this matters for healthcare and research professionals
This partnership embeds AI evaluation and co-design into GP training at a national scale, creating a structured feedback loop between frontline clinicians-in-training and an AI developer. For those working in health education, policy, or clinical governance, the working group's published research and Lyrebird's note-evaluation framework will produce data on what makes clinical AI usable and safe in general practice-directly from the cohort that will practise with these tools the longest.
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