Its defining elements are autonomy, goal-direction, tool use, and acting in an environment, which separate it from neighbouring categories. Unlike RPA, which executes fixed rule-based scripts along a predetermined sequence and breaks when the process changes, an agent reasons toward an objective rather than replaying steps; and where a chatbot or assistant responds to prompts and returns answers, an agent takes actions across systems to reach a goal. In a forwarding context that goal-seeking work tends to be repetitive coordination that moves between an inbox, a TMS, and a carrier portal, such as pulling a rate, assembling a booking, or chasing a tracking exception. Gartner uses the term agent washing for the rebranding of existing products, such as AI assistants, RPA, and chatbots, as agents without substantial agentic capability, which buyers should weigh when assessing claims.
Glossary
AI Agent
An AI agent is an autonomous software system that perceives, reasons, and acts in a digital environment to achieve goals on behalf of a human principal, using tools and integrating with other software to complete tasks with minimal human supervision.