What is edge AI and how does it work?

In 2026, single-purpose AI agents cost $1,500–$5,000 to build, while multi-agent workflows range from $5,000–$25,000 and enterprise builds reach $300,000. Gartner predicts 40% of enterprise applications will feature task-specific AI agents by late 2026. Simultaneously, Synaptics reports the global edge AI market will grow from $30 billion in 2026 to $118.7 billion by 2033. This expansion aims to improve data privacy and device efficiency, as AI agents transition from experimental tools to industry defaults.