Decision support tools are software applications that help analysts make sense of a data-rich electronic environment. These tools analyze and fuse streaming data from heterogeneous sensors to enable rapid decision-making to ensure successful mission operations.
Vadum has developed a number of streaming analytics solutions to perform real-time information analysis for tactical applications. Featuring a flexible software architecture for execution on small standalone to distributed platforms, the solutions unlock the potential of data to bring knowledge to the warfighter.
Applications
Real-time EW battle damage assessment
Improved RF spectral situational awareness
Mission plan impact mitigation
Capabilities
- Modeling and simulation of behavioral characteristics of RF emitters
- Machine learning-derived models of threat behavior
- Explainable machine learning algorithms for state estimation
Attributes
- High-throughput streaming data analysis from heterogeneous sensors
- Data-driven estimates provided with confidence bounds
- Multi-platform analytics scalability
- Streaming analytics on high-throughput, high-volume data
- Multi-rate heterogeneous data ingest capability
- Fully concurrent, multi-rate, real-time AI/ML and decision support
- 3rd party and visualization plug-and-play
- Horizontally and vertically scalable architecture
- Multiple publish / subscribe backend compatibility