From chatbots to coworkers

Enterprises are moving past single-turn chatbots toward multi-agent systems capable of completing multi-step workflows autonomously.

Early wins and failure modes

The most successful pilots pair agents with narrow, well-instrumented tasks and human review checkpoints, while open-ended deployments still struggle with reliability.