Navy DECK: Applied Intuition & Continuous AI Pipelines

The U.S. Navy has officially deployed DECK, a continuous AI development pipeline created in partnership with Applied Intuition. DECK is designed to shorten the feedback loop for autonomous maritime systems, allowing for over-the-air (OTA) model updates to ships at sea based on real-world sensor data collected hours prior.

Continuous Data Collection at Sea

Modern naval operations generate petabytes of sensor data, from sonar and radar to multi-spectral cameras. Traditionally, this data was stored on physical drives and analyzed months later. DECK (Data-centric Evaluation and Continuous Knowledge) changes this by implementing edge-processing nodes on every vessel.

These nodes use Active Learning algorithms to identify "interesting" data—scenarios where the current AI models are uncertain or perform poorly. This subset of data is encrypted and transmitted via Starlink-D (Defense) to a centralized cloud for immediate retraining. This "continuous data loop" ensures that autonomous systems adapt to new threats in near real-time.

Applied Intuition & Battlefield Training

The partnership with Applied Intuition provides the Navy with a high-fidelity synthetic environment. Before an updated model is pushed to the fleet, it is subjected to thousands of "what-if" scenarios in a digital twin of the current operational theater. This includes simulating complex electronic warfare (EW) environments and adversarial swarm tactics.

The DECK pipeline also includes automated regression testing. If a new model version improves navigation but slightly degrades target recognition, the system flags the conflict for human review. This rigorous CI/CD (Continuous Integration/Continuous Deployment) approach is a first for large-scale military hardware.

The Future of Autonomous Warfare

The deployment of DECK signals a shift toward software-defined warfare. As hardware becomes commoditized, the advantage lies with the side that can iterate on its AI models the fastest. The Navy plans to expand DECK to its Unmanned Surface Vessels (USVs) and underwater drones by 2027.

By integrating Applied Intuition's commercial-grade simulation with military sensor data, the Navy is effectively bridging the gap between Silicon Valley innovation and frontline defense requirements. The DECK pipeline is not just a tool; it's a new doctrine for the AI-enabled battlefield.