TacNet Edge is a low-bandwidth mission command system that uses local small language models to convert voice reports into text, extract mission- critical signals, remove unnecessary noise, and compress the result into compact binary metadata for transmission across degraded mesh networks. Instead of sending raw audio or long transcripts, TacNet transmits only the operational meaning: who reported, what happened, where it happened, urgency, unit status, personnel readiness, equipment status, and requested action. This allows critical reports such as 9-line/CASEVAC, SALUTE, ACE/ LACE, resupply, and sensor observations to move through bandwidth-constrained links that would fail under normal audio transmission. On the receiving side, the MI/S2 dashboard decodes the binary metadata, reconstructs the report, updates personnel and asset readiness, and uses an embedded LLM layer to help analyze incoming reports from soldiers, vehicles, drones, and sensors. The goal is to reduce information overload and help commanders make faster, more informed decisions under contested communications conditions.
More from National Security Hackathon (by Army xTech)
Radio Agent, deployable in the cloud or at the edge on the battlefield. Listens to all available channels, transcribes, categorizes and acts, fully…

"We must defend U.S. space capabilities, and we must protect our forces from space-enabled attack." — CSO Gen. Saltzman, Space Warfighting, March 2025. Space…

AWW. Aim with Words. The first targeting system that takes orders in English. You tell it 'fire at the electronics, ignore the laptop' it shows you its…

We embed TAK into a phone so it survives a factory reset and we can get PLI and sensor data off.

Prometheus (Icarus) is an offensive AI swarm for authorized security testing. It runs a multiagent system on top of LLMs and standard recon tools like…

24/7 Maritime Situational Awareness Solution with All-in-one Unmanned System
