Defining the Agentic Shift

Developing a durable vocabulary for a moving target.

The word 'agent' is the most overloaded term in the AI market today. In this module, we bridge the gap between vendor-speak and technical reality. We guide you through the process of deconstructing agentic claims, equipping you with a precise vocabulary that allows you to evaluate products based on how they actually work, rather than how they are labeled.

  • Understand the autonomy spectrum and why the distinction between a single-call tool and an agentic loop is essential to your governance strategy.
  • Differentiate agentic systems by their architectural properties and apply diagnostic questions that uncover differences in behaviour and suitability for use-cases.
  • Apply a practical filter to your roadmap: identify when an agentic loop is a justifiable investment and consider the long-term cost profile.
1 So what is an AI Agent? 25–30 mins
2 Understanding the Market 25–30 mins
3 The Development Landscape 20–25 mins