AI & Automation Solutions in the Battlefield

The Only Practical Answer to Giant Data Growth

AI Solutions White Paper

Modern battlefields generate enormous volumes of multi-modal, geographically dispersed, and adversary-targeted data, making AI essential for transforming information into actionable intelligence and maintaining decision superiority. 

The real challenge is not the raw volume. The challenge is turning vast amounts of diverse, distributed, and constantly changing information into a coherent operational picture. 

Accelerating the OODA Loop with AI

Decisions have to be made as quickly as possible. Artificial Intelligence, operating as a force multiplier across the entire OODA (Observe-Orient-Decide-Act) loop, but also classic Automation and Analytics, are the only practical way for addressing it. They combine network operations, data fusion, and human oversight to improve battlefield survivability, and deliver information dominance in contested environments.

OODA AI Driven Operations WP

Data fusion and AI visualization

Automation and Machine Learning

Despite the excitement around generative AI, many OT and critical infrastructure challenges are still best solved using traditional machine learning techniques. In operational environments, the objective is often detecting anomalies, predicting failures, classifying events and identifying trends. These tasks frequently do not require an LLM.

Decision-making on the modern battlefield requires real-time information to be made available when and where it is required. IP, Packet, and Optical networking provides both the agility to link the data generated from various sources to multiple destinations as well as the capacity required to transport bulk data over long distances with ultra-low latency.

Our Muse Multilayer Automation Platform enables control/analysis/design/planning plus low-code automation and customization.

Muse Multilayer Automation Platform Domain Graphic