These companies are finding new ways to use AI and tech for security, health, and more

# Fast Company Highlights New AI Tools for Real-World Problems Companies are finding practical uses for AI beyond the cutting-edge "thinking robots" everyone talks about—like software that catches when students submit AI-written essays, therapy platforms that let counselors spend less time on paperwork, and tools that help doctors read medical images more accurately. These aren't futuristic concepts; they're already being used by schools, hospitals, and therapy offices to solve everyday workplace problems. The trend shows that the most useful AI right now isn't necessarily the flashiest—it's the kind that handles boring administrative tasks so humans can focus on what actually matters.
Even as the AI revolution moves toward agentic tools, there are still hosts of uses for more classical machine-learning and computing—particularly in healthcare. That’s where many of the AI and technology honorees of this year’s World Changing Ideas are operating—like MEandMine and Expert Radiol
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