Spire Global Partners with SATE on ESA-Supported Research Program to Advance AI-Driven Autonomous Constellation Operations
Spire Global, Inc. (NYSE: SPIR) (“Spire” or “the Company”), a leading global provider of satellite data, analytics and intelligence, today announced a partnership with SATE to develop and validate an artificial intelligence system for real-time satellite health monitoring, anomaly diagnosis, and predictive failure analysis through STRAIDE, an 18-month research and development program funded through subscriptions to ESA by the Italian Space Agency (ASI) and the UK Space Agency (UKSA), with programmatic support from ESA.
As satellite constellations scale, operators are increasingly challenged to monitor system health across large, distributed fleets. STRAIDE is designed to address this by enabling earlier detection of in-orbit issues, reducing operational downtime, and extending satellite lifespan through predictive maintenance and automated diagnostics.
Through the program, Spire will contribute its vertically integrated satellite platform, onboard processing capabilities, and operational flight data, along with a ground-based hardware replica of its satellite systems. SATE will further develop and integrate CLUE, its AI-based diagnostic system designed to continuously monitor satellite “vital signs,” detect early warning signals, diagnose anomalies, and estimate time-to-failure for critical components. The system is designed to operate both onboard satellites and on ground, providing flexibility for satellite operators.








