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Cerebro

Cognitive Environmental Reconnaissance & Edge-Based Real-Time Observatory, AI middleware that turns fused sensor streams into live understanding of the environment, right where the sensors are.

Sensor fusion Anomaly detection Real-time Runs on the edge
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01Why CerebroCRB / OVERVIEW

Sensors collect. Cerebro comprehends.

Modern sites drown in sensor data nobody can watch. CEREBRO sits between the sensors and the people, fusing every stream into one machine-understood picture, and speaking up only when something in the environment doesn’t belong.

CEREBRO tracking a drone simultaneously in optical and thermal imagery inside VANTAGE
Live captureTarget 0023 · RGB + thermal lockStreams into VANTAGE
02ArchitectureSIGNAL → ALERT

From raw signal to alert

Sensor-agnostic in, decision-ready out. CEREBRO ingests whatever the platform carries and produces detections, tracks, and anomaly alerts in real time.

Inputs · Any sensor
Optical videoEO cameras, gimbals, fixed sites
Thermal imageryIR imagers, day and night
Acoustic arraysMicrophone arrays, rotor signatures
Auxiliary feedsWeather, telemetry, third-party sensors
Cerebro coreon-device
Multi-sensor fusionTime-aligns and cross-checks every modality into one coherent scene
Perception modelsDetection, classification, and tracking tuned for small, fast, low-signature targets
Anomaly detectionLearns the normal rhythm of an environment and flags what breaks it
Outputs · Decision-ready
Real-time alertsConfidence-scored, deduplicated events
Tracks & classificationsWhat it is, where it’s going
Open APIsStream into VANTAGE, C2 systems, or your stack
03Day and nightEO + IR + AU
// CEREBRO — thermal channel
002

Sees heat.
Hears rotors.

When darkness, haze, or backlight blind the optical channel, CEREBRO keeps tracking on thermal signatures and rotor acoustics, cross-checking every modality so one sensor’s blind spot never becomes yours.

Thermal trackingAcoustic IDCross-modal fusion
04What sets it apartDESIGN PRINCIPLES

Middleware that earns the middle

01

Sensor-agnostic

Cameras, thermal, acoustic, or feeds we haven’t met yet, a modular ingestion layer means new modalities plug in without a rebuild.

02

Edge-native

Optimized for embedded GPUs, CEREBRO runs entirely on-device, no cloud round-trip, no bandwidth dependency, no single point of failure.

03

Real-time by design

Detection to alert in milliseconds, because airspace incidents don’t wait for batch jobs.

04

Anomaly-first

Beyond known object classes, CEREBRO models the environment itself, so the unexpected gets flagged even when it’s never been seen before.

05

Simulation-trained

Models are trained and stress-tested in high-fidelity simulation before touching the field, multiplying the scenarios they’ve already survived.

06

Proven hardware home

CEREBRO ships today as the brain of OculiSupra, and deploys to any platform with compatible edge compute.

05See it liveSIMULATION

Trained in simulation. Hardened for the field.

CEREBRO running against a high-fidelity simulated environment, detecting and tracking small UAS through cluttered, low-contrast scenes before the same models deploy to real hardware.

// Simulation — perception stack
Simulation footageSame models as deployedScenario-driven testing
06Better togetherTHE PHOENIX STACK

The brain of the Phoenix stack

CEREBRO is the intelligence layer between our hardware and our planning application, and it plays just as well with yours.

Next step

Put a brain on the edge.

Bring your sensors and your hardest scenes, we’ll show you CEREBRO comprehending them in real time.