Trillium Engineering has launched NyxCore, an embedded artificial intelligence engine developed to turn full motion video into actionable intelligence in real-time operational environments.
Designed to perform AI-driven analysis at the point of capture, NyxCore provides onboard detection, tracking, classification, and decision support at the edge. The system also enables operators to return to and analyze scenes beyond the initial moment of capture.
NyxCore forms part of the wider Trillium Intelligence Stack, which brings together sensor control, operator interface, and embedded AI within a unified operational experience. Through integration with Skylink, the user interface, and deployment across sensors, the technology is designed to support faster and more informed decision-making at the tactical edge.
Dr. N. Andrew Browning, CTO of Trillium Engineering, commented, “Modern missions generate high-volume video data across complex environments. NyxCore changes that dynamic by moving intelligence directly to the sensor. Instead of simply watching video, operators can interact with detected and classified objects, maintain persistent awareness, and revisit what may have been missed in real time.”
By carrying out AI-driven analysis directly at the edge, NyxCore removes dependence on downstream processing systems. The engine supports electro-optical and infrared sensors and provides onboard, low-latency performance optimized for mission-critical environments.
The system launches with multiple mission-focused modules designed to support a range of operational requirements.
- NyxCore-C is optimized for overland detection, classification, and persistent tracking of vehicles and people, delivering actionable object attributes and operational awareness in real time.
- NyxCore-D enables wide-area maritime detection and search, autonomously scanning large environments to detect and track low-visual-signature objects at long range in electro-optical and infrared imagery.
- NyxCore-X enables customers to deploy third-party and government-furnished AI models alongside NyxCore’s native capabilities, supporting mission-specific workflows and autonomy requirements.
NyxCore also incorporates capabilities designed to reduce operator workload and improve mission effectiveness. These include autonomous scanning and tracking, slew-to-cue functionality, multi-object awareness, real-time geolocation, and chain-of-custody support.
The system additionally introduces BackTrack Nexus, a non-linear scene analysis capability that allows operators to revisit and examine past events beyond the moment of capture.
Unlike traditional full motion video workflows that rely entirely on manual interpretation, NyxCore enables operators to interact directly with detected and classified objects while maintaining full motion video operations. The result, according to Trillium Engineering, is improved detection reliability, scalable autonomy across mission sets, and greater confidence in dynamic operational environments.
NyxCore is available today through Clarity-HD, with direct integration into the HD40-LVV and HD59 series planned for Summer and Fall 2026.
