Practical Approaches to AI Tools, Agents, and Governance

I explain how AI is changing work through task automation, new roles, and ongoing skills development. A staged demonstration using Microsoft tools shows how to match AI capabilities to a real business task rather than choosing tools based on model hype.

■ AI at work and choosing tools
- Domain expertise, task support, drafting, automation, and delegated actions
- Copilot, proactive assistance, and background automation
■ Building and managing AI solutions
- Microsoft tool roles, reusable agents, and enterprise governance
- A practical plan: define the task and outcome, build a small solution, test it, and assign ownership

I also point to AI Skills Navigator as a resource for continued learning. This is aimed at information workers, builders, and IT enablers seeking a framework for selecting, testing, and governing AI tools; it focuses on practical workflows rather than predicting which model will prevail.