AI Agents

AI agents observe their environment, leverage large language models for planning, and access connected systems to accomplish goals.

AI agents operate through a self-reinforcing loop of observation, planning, and action. They gather data from their environments, such as user interactions or sensor feeds, retain memory across tasks, and plan with large or small language models. These plans drive the agents to take actions using APIs and enterprise systems.

A global consumer goods firm used an AI agent to streamline its weekly marketing performance analysis. What once required six analysts now takes one employee and an agent less than an hour. The agent autonomously collects data, analyzes results, recommends optimizations, and, with human approval...