Understanding what differentiates AI agents from today's chatbots and copilots, including planning, tool use, reasoning and the ability to execute multi-step workflows  

• Identifying where AI agents can deliver the greatest near-term value across maintenance, procurement, reporting and operational decision support  

• Designing governance, human oversight and accountability into AI agents from the outset to enable safe and responsible adoption  

• Building a practical roadmap from individual productivity tools to enterprise-wide AI-enabled workflows  

• Looking beyond AI agents towards digital colleagues and the next generation of autonomous enterprise systems