AI commercialisation requires clarity on intended use, training data, validation, accountability, privacy, cybersecurity, integration and human oversight. In regulated or safety-sensitive settings, a compelling demonstration is not equivalent to deployable evidence.
Selected themes
- AI-supported cardiology and monitoring.
- Clinical and operational decision support.
- Data governance and validation.
- International deployment and localisation.