Post by Masthead Data

⚡️ Formula E is moving at 200mph, and their data needs to keep up. In elite racing, a one-second delay in data isn’t just a lag; it’s a lost opportunity. Formula E was facing a massive challenge: detecting anomalies in 2M+ events per race. Traditional SQL-first monitoring simply couldn't scale, leading to data loss and hours of post-race troubleshooting. The Solution? Masthead. By implementing an event-based architecture, Formula E now achieves: ✅ Real-time visibility across all telemetry pipelines. ✅ Instant anomaly detection using ML-driven thresholds. ✅ Zero data loss and elimination of manual backfilling. As William Allen, Senior Data & AI Manager at Formula E, puts it: "We can immediately detect when data is delayed, duplicated, or missing, and respond on the spot... it’s been a game-changer for our team and performance." From 15-minute integration to overnight transformation. That is the power of real-time data observability. #FormulaE #DataObservability #GoogleCloud #Masthead