Backed by Universidad Torcuato Di Tella

Every Camera Becomes
a Neuron

The first swarm intelligence platform for distributed computer vision. Your cameras don't just record — they perceive, collaborate, and act. No cloud. No latency. No single point of failure.

Real-time prevention
Edge-native orchestration
Industrial-grade inference
Embedded AI pipelineLow-latency edge executionMulti-agent decisioning
NEXUS OS Computer Vision - Real-time shoplifting detection
Pure Rust
30 FPS
P2P Native
223ms
Cold Start
Edge signal
Vision events are interpreted, ranked, and escalated without sending every frame to the cloud.

Collective Perception

Traditional systems isolate every camera. NEXUS connects them into a coordinated swarm where each node perceives, shares, and acts together.

01
Inference orchestration

Collective Perception

Multiple cameras see the same person — the system generates a single shared identity, not multiple alerts.

02
Distributed coordination

Spatial Awareness

Standard cameras reconstruct real-world position in physical space. 3D coordinates from 2D video.

03
Operational reliability

Autonomous Action

The system doesn't just observe — it dispatches drones or changes camera modes without human intervention.

Performance-First

Built for Speed

A lean execution layer built for edge reliability, deterministic performance, and computer-vision workloads that cannot afford latency spikes.

2.3 MB

Complete binary. No containers, no runtime dependencies.

223 ms

Cold start to first inference frame.

30 fps

Real-time detection on low-cost hardware.

81 crates

Pure Rust workspace. Zero unsafe code.

Rust100%
Memory Safe

Core Platform

CNative
NPU Direct

Hailo Inference

Bio-Inspired Architecture

Swarm Intelligence

Not analytics — a distributed system that thinks collectively. Inspired by how ant colonies coordinate without a leader.

xyOPTIONAL HUB(OPTIONAL)R1R2R3R4E1E2E3E4E5E6E7E8SIGNAL TYPESP2P DATAPHEROMONEALERTRELAYPheromone DecayI(t) = I₀e-t/τMESH TOPOLOGYNodes:12Links:34

Digital Pheromones

8 channels per vertical: activity, coverage, alert, saturation, interest, presence, environment, danger. Decay rates adapt to context.

Entropy-Driven Decisions

Each zone has measurable uncertainty. The swarm focuses resources where entropy is highest — no static rules.

Pure P2P Architecture

No mandatory hub, no cloud, no single point of failure. Each node is a peer connected via Zenoh.

One Platform

Eleven Verticals

Same platform, same edge hardware, different intelligence. Each vertical is defined in a single Surface YAML.

Enterprise ops
Industrial sites
Security workflows
SecurityRetailAgricultureDefenseMiningLogisticsSmart CityHealthcareConstructionInspectionWarehouse

One YAML, One Vertical

Deploy NEXUS in a new industry without rewriting code. A Surface defines: pheromones, hypotheses, detection modes, action rules, AI combos, neighborhood weights.

Ready to Get Started?

First swarm intelligence platform deployed in Latin America

Pilot-ready deploymentsResearch-backed architectureBuilt for physical environments