There’s a massive difference between AI that merely shows you what’s going wrong and AI that actively solves it. While many startups focus on building monitoring tools or dashboards, the real disruption lies in intelligent systems that can make decisions, adapt on their own, and take initiative. When designing AI, the question isn't just "What data should I surface?".