This week saw major developments in AI agent technologies across startups and enterprises. NTT DATA launched its Smart AI Agent Ecosystem to help businesses automate tasks using industry-specific AI solutions, including a tool that upgrades old robots into smart agents. In the U.S., Microsoft shared plans for AI agents that can collaborate across companies, hinting at future partnerships for startups.

Meanwhile, investors like a16z admitted confusion about what defines an AI agent, creating challenges for startups trying to stand out. Older tech firms like IBM also jumped in, showing this isn’t just a trend for new companies. UiPath added AI agents to its automation tools, giving businesses more ways to blend human and machine work.

Startups face both opportunities and hurdles as big players shape the market. Clarity on what AI agents can do—and how they’ll work together—will be key for innovation.