AI in Medical Education, Quality Improvement & Clinical Audit

• How can AI transform medical education, clinical materials development, and portfolio assessment?
• What role does AI play in clinical quality improvement and audit processes?
• How can AI support radiology education and specialised clinical training programmes?
• What insights can be drawn from NHS AIDF awards and successful AI deployments?

Navigating Regulatory, Ethical & Governance Challenges

• What are the ethical implications of using AI in healthcare, including privacy, bias, and transparency?
• How is AI technology being regulated in healthcare, and what frameworks are emerging?
• What opportunities and challenges do AI and data governance present for the healthcare industry?
• How can healthcare organisations ensure algorithmic fairness and data security?

Scaling AI Beyond the Pilot: Real-World Implementation

• What are the critical success factors for moving AI from pilot projects to full clinical deployment?
• How can healthcare organisations overcome adoption challenges and workforce resistance to AI?
• What lessons can be learned from successful AI rollouts in healthcare settings?
• How do leading healthcare technology platforms (Epic Health, Oracle) drive AI innovation at scale?

Trust by Design: The Missing Ingredient in Scaling Healthcare AI

AI in Diagnostics, Imaging & Neuroscience

• How is AI improving diagnostic accuracy in radiology, pathology, and emergency medicine?
• What applications of AI in neurology and neuroscience are showing the most promise?
• How can AI reduce false positives and negatives while enhancing workflow efficiency?
• What are the data quality requirements and validation standards for AI diagnostic tools?

Introduction to AVT Programme

Agentic AI, Voice Agents & Automation in Healthcare

• How is agentic AI being used to reduce NHS demand and streamline patient interactions?
• What role do voice agents play in driving down administrative burden and improving efficiency?
• How can process automation transform clinical services and operational workflows?
• What real data and insights are emerging from early agentic AI deployments in healthcare?

The Buyer's Lens: How NHS Systems Actually Adopt AI

• Beyond the technology itself, what governance, workforce, and commissioning conditions need to be in place before AI can scale safely across a population?
• What do NHS systems actually look for when evaluating AI solutions, and where do most vendors get the buying conversation wrong?
• How do clinical safety validation and frontline workforce readiness intersect to ensure long-term adoption?

Revolutionising Workflows with Generative AI & LLMs

• How are generative AI and LLMs transforming clinical workflows and decision-making?
• What security, privacy, and implementation considerations are critical for safe deployment?
• How can LLMs improve information extraction, clinical documentation, and interoperability?
• Can generative AI promote inclusivity, reduce bias, and improve access for diverse communities?

The Neighbourhood Is the New Hospital: Where NHS AI Goes Next