AI in Learning, Development and Performance Management

Covering Assessment Criterion 1.2 of FREE08 – People Professionals and Artificial Intelligence, this video examines two specific domains in depth: learning and development, and performance management. Within learning and development, the video addresses AI-driven recommendation engines and generative AI tools used to produce training materials, course outlines, quiz questions and case studies. These topics are treated in the context of how organisations respond to emerging learning needs and manage the scale of their content libraries.

The performance management section of the video covers sentiment analysis as applied to survey responses and written feedback, alongside continuous performance tracking tools that capture objective and qualitative data in real time. The video looks at how these technologies surface patterns in employee data, identify skill gaps and inform development conversations, contrasting this approach with traditional periodic review cycles. Both the practical applications and the associated risks — including employee trust, perceived surveillance and the importance of transparency — are covered within the AC 1.2 scope of benefits and risks across HR use cases.

Throughout, the video situates these tools within a wider argument about the relationship between AI-generated insight and human judgement, touching on what oversight means in practice when generative content is used for training purposes or when continuous tracking data feeds into performance conversations. The discussion of sentiment analysis draws on the idea of monitoring emotional tone at organisational scale, which connects directly to the employee relations and performance management territory outlined in the FREE08 indicative content.