Why AI Agents Fail?

This article explores why many AI agent projects fail to deliver promised business impact, incorporating research from 2025-2026. It defines AI agents as software components built around language models that plan actions and use tools, noting that most deployments in the hyped 2024-2026 market under-deliver.