The world’s most critical digital applications—from global streaming platforms to high-volume SaaS, fintech, marketplaces, and AI-driven services—require a level of complexity and scale that outpaces traditional approaches to analytics. These applications run across hundreds of thousands of servers and microservices, generating data at internet scale and demanding real-time intelligence to ensure customer satisfaction. And it’s not slowing down—the AI revolution is driving new critical services and agentic workloads that will only make this an exponential problem. But there’s been an impossible gap.