The Expectation Problem   Marketing materials describe impressive capabilities. Vendor demos show seamless operation. The gap between claims and operational reality creates implementation failures when expectations exceed actual capability.    Mid-market companies need accurate understanding of what AI agents can and cannot do today to prevent misapplication and ensure appropriate oversight.      What AI Agents Can Do Today   Handle Standard Exception Processes   AI agents ex