About speaker

We’re in the middle of a shift: companies are buying AI agents, vendors are selling them, but the rules are still unclear. Pricing models range from tokens to subscriptions to outcomes—each with tradeoffs—and questions around security, onboarding, and real value remain unresolved. In this talk, Eduards brings structure to the chaos by comparing AI agents to software subscriptions and human employees. Each follows a different model, with distinct pricing, security, and user experience assumptions. You’ll gain a clearer framework for deciding when and how to deploy AI agents effectively in your organization.