Workforce AI agents buyer's guide

Every HR tech vendor has an AI agent to show you right now, and in a demo many of them look alike. What sets them apart sits underneath: how well the agent understands your people and skills, how far it can reach across your systems, and how much control you keep once it starts making decisions. This guide gives HR, IT, and transformation leaders a clear eight-step process for evaluating workforce AI agents, from choosing the outcome that matters to building the case for leadership.

What you'll find in this guide

• The question to answer before you look at a single vendor.
• A simple test to run mid-demo that reveals whether you're looking at a real agent.
• Why two vendors selling the same agent can deliver very different results.
• The controls to insist on before an agent starts shaping real careers.
• What to understand about agent pricing before your first bill arrives.
• A ready-to-use scorecard and checklist for comparing vendors side by side.