Overview
AI/ML, Analytics
& C2
Raw data does not win battles; decision advantage does. We fuse sensor and non-sensor streams—classified signals, overhead imagery, communications intelligence, and other sources—into mission intelligence, using machine learning and analytics. Our C2 tools then employ AI and advanced optimization methods to empower military decision-making at unprecedented speed, based on this mission intelligence. We retrain and adapt our systems as fast as the threat changes, running where the mission is, on cleared networks and at the edge.
WHAT WE WORK ON
Systems That Survive Contact
With the Adversary
Fusing sources that disagree
We assemble a coherent picture from streams that don’t agree on time, resolution, or identity: RF, overhead imagery, communications intelligence, sensor networks, reports from human sources. We combine Bayesian estimation with learned models for data association and discrimination, and we link entities across graph structures where the identity of a node is itself uncertain.
Training without the internet
Commercial models are strong because the internet is dense with information suited to their purposes. We train on classified signals and phenomena with no public analog, where labels are scarce and the data looks nothing like what public models train on. We build the feature pipelines, training data, and foundation models for those signals ourselves, and we know where pretrained models transfer and where they do not. We build detection and forecasting algorithms that treat non-stationarity as the default condition rather than a violated assumption, and that degrade gracefully when surprised.
Scalable, human-centered decision-making at the speed of modern warfare
We develop C2 systems that are exquisitely tuned to emerging tactics, techniques, and procedures that aim to dramatically accelerate and integrate decision making across all domains and all levels of warfare, from strategic through operational to tactical. Our agile, human-centered product development processes create streamlined user experiences that enable decision making at unprecedented speed.
Running at the edge, retuning to match emergent behavior
A model that needs a data center and three months to retrain is not a capability. We compress and optimize models for the compute that is actually available—cleared cloud, edge devices, embedded processors—under hard latency and reliability constraints. Then we retune against what the threat actually did, not against what a benchmark predicted it might. Our development teams also continuously adapt our C2 systems as the threat environment changes, providing fast response to adversary innovation.
Who Does this work
Research and Mission Engineering
in One Pipeline
AI/ML Researchers
who can tell the difference between a model that scores well and a model that will work.
Mission Engineers
who can rapidly deploy models and systems on cleared networks and keep them up to date as the environment changes.
Product Managers
who keep system developers focused on the most important problems.
Product Updates
Article headline that provides an update on a project
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Read MoreFrom Our Employees
Stories from the people behind the work
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Read MoreIn The Press
Coverage and recognition from around the industry
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Ready to work on
what matters most?
National security’s most consequential work happens here. Join us, partner with us, or put our capabilities to work.
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