Real-time analytics at telecom scale is one of the toughest engineering challenges in technology today and Ocient’s Jai Rajaraman knows it well.
In this talk from TM Forum’s DTW Ignite 2026 in Copenhagen, he draws a compelling comparison to Formula 1, where teams process millions of telemetry data points every second to make split-second decisions that keep drivers safe and cars competitive. Jai explains why telemetry as a service is becoming a critical foundation for modern communications service providers, enabling organizations to collect, manage, and analyze massive volumes of network data in real time. He also explores what he calls the “foundation gap” which is the challenge of transforming that telemetry into actionable insights through real-time analytics and agentic AI pipelines.
Learn more: https://ocient.com/solutions/communications-service-providers/