From Data to Dominance:

Graph technology offers a transformative approach to electromagnetic spectrum management for security and defense operations. By interconnecting vast and varied datasets, graph analytics reveal non-obvious relationships and patterns critical to operational awareness.

Abir Ray, CEO/CTO of Expression, shares how this graph-powered approach is revolutionizing Joint Electromagnetic Spectrum Operations (JEMSO). Drawing on mission use cases, he demonstrates how graph technology enables operators and decision-makers to transition from raw data to actionable intelligence—accelerating response times, optimizing resource allocation, and enhancing situational awareness across contested electromagnetic environments.