Case Study · ATLAS
ATLAS: Multi-sensor intelligence platform.
Edge-deployable, offline-capable intelligence system that fuses video, RF, drone, acoustic, and telemetry data into real-time incident reasoning, used in high-tempo counter-narcotics missions.
- End User: U.S. Drug Enforcement Administration, Counter-Narcotics Operations
- Role: Software engineering & systems integration by Mugen.Codes
- 16+ concurrent sensors · ≤500 ms behavior hypothesis · ≥60 min offline
Mission Context
Why ATLAS exists.
Mexican Transnational Criminal Organizations (e.g., Sinaloa, CJNG) use sophisticated surveillance-evasion tactics: rapid movement, drone overwatch, RF spectrum hopping, and remote triggering of perimeter sensors. Traditional intelligence systems are too slow, too centralized, or unable to correlate multi-domain signals in real time.
Mugen.Codes was sub-contracted to deliver ATLAS, a modular, edge-deployable platform that ingests 16+ concurrent sensor types, fuses them into behavior-based incidents, and presents actionable intelligence to operators in ≤10 seconds, while operating offline for ≥60 minutes in austere environments.
"Calm delivery of mission-critical software for the hardest environments."
Capabilities
ATLAS: key features.
Multi-sensor ingestion & self-identification
- ▸Ingests 16+ concurrent sensors (target 24, stretch 32)
- ▸Video (CCTV, UAV, body-worn), RF detections (SDR, emitters), Drone telemetry
- ▸Acoustic triggers (gunshot, engine, rotor), Telemetry (GPS, IMU, vehicle bus)
- ▸Automatic sensor classification & health monitoring
- ▸Offline ingestion ≥60 minutes without network connectivity
Advanced computer vision & attribute extraction
- ▸Object detection: people, vehicles, drones
- ▸Vehicle classification: car, SUV, truck, motorcycle
- ▸Aircraft classification: plane vs drone discrimination
- ▸Motion attributes: speed, direction, acceleration
- ▸Persistent multi-object tracking across camera handovers
Behavior recognition & intent cues
- ▸≤500 ms latency from sensor event to behavior hypothesis
- ▸Loitering, rapid approach, perimeter probing, formation movement
- ▸Intent hypotheses with confidence updates
- ▸e.g. "reconnaissance (82%)", "assault approach (67%)"
Multi-sensor fusion & incident reasoning
- ▸Time-space-behavior fusion across object tracks, RF emissions, acoustic events
- ▸Plain-language narrative summary generation
- ▸Evidence-linked confidence explanation per alert
- ▸Incident creation latency ≤500 ms
Deployment-ready operator UI
- ▸Dark-mode optimized for night operations
- ▸Tablet-first, ruggedized vehicle deployment
- ▸Operational, Spatial, Incident, and Sensor views
- ▸Operator clarity: actionable info understood in ≤10 seconds
Edge hardware deployment & validation
- ▸NVIDIA Jetson Orin AGX
- ▸Rugged x86 + NVIDIA RTX A-Series
- ▸Performance benchmarking at 16+ sensor streams
- ▸Thermal validation (continuous operation at 45°C ambient)
- ▸Full offline operation ≥60 minutes (validated with network cut)
Modular Adapters
Supported sensor & signal types.
All sensors are pluggable adapters, never hardcoded.
- ▸RF detections (SDR, emitters, spectrum events)
- ▸Acoustic triggers
- ▸Motion sensors
- ▸Perimeter sensors
- ▸AIS / ADS-B feeds (aviation & maritime)
- ▸External intel feeds (CSV, JSON, REST)
- ▸Partner event feeds (third-party systems)
- ▸Video (CCTV, UAV, body-worn)
- ▸Drone telemetry & video
Cross-Agency
Why other government agencies should evaluate ATLAS.
The same ATLAS platform, developed for DEA counter-cartel operations, applies directly to adjacent mission sets.
Border Security (CBP)
Detect tunnel entrances (acoustic + vibration), drone smugglers (RF + video), and rapid approach incursions.
Counter-Terrorism (FBI, JTTF)
Loitering and formation movement detection near critical infrastructure.
Base Protection (DoD, USMC)
Perimeter probing, drone swarm detection, offline fusion in austere environments.
Law Enforcement Intel (HIDTA, OCDETF)
Correlate RF intercepts with vehicle tracks in real time.
Next Step
Need a similar capability?
Mugen.Codes designs and delivers edge-AI, sensor-fusion, and mission-critical software for defense, aerospace, and neurotechnology programs.