Edge AI lab with sensors, antennas, and plant diagnostics

aLabs

High availability architectures distributed at the Edge, resilient mesh networks, and autonomous physical actuation in critical infrastructures.

ARGOS Ecosystem

A cognitive system for sensors, data, and physical action.

Each module covers a tactical layer of the flow: capture, local inference, resilient transport, historical memory, semantic control, and autonomous execution.

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Sentinex

Intelligent Eyes

Next-generation computer vision running VLM models locally for proactive detection without depending on the cloud.

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Victoria

NLP Cognitive Router

Conversational interface that deduces deep intentions and classifies which module should execute a physical or digital action.

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Vortex Net

Mesh Nerves

Resilient LoRa infrastructure for critical data transmission between modules even without cellular coverage or during disasters.

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OmniStatus

Historical Memory

Global persistence center for telemetry, events, and ecosystem states with a cognitive memory approach.

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PlantScan

Agrotechnological AI

Plant pathology detection SaaS using Vision Transformers and diagnostics from mobile images.

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PaxRadar

Strategic Shield

Advanced perimeter security based on probabilistic fingerprint generation using RF sensors and through-obstacle detection.

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Arena 12

Multi-Agent Debate Arena

Tripartite debate platform between LLM agents with a defined objective and real-time human interruption.

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Sentinex Trace

Visual Traceability and Audit

Immutable logging and traceability system for detected visual events, ensuring the chain of custody of inferences.

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Rover Simulator

Autonomous Testing Environment

Virtualized physical simulator for training navigation and control algorithms in hostile environments prior to deployment.

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Advanced Architecture

From edge to historical memory without losing operational control.

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Capture

Sensors, cameras, RF, telemetry, and distributed events.

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Local inference

Vision, NLP, and specialized models running close to the hardware.

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Resilient transport

LoRa mesh and redundancy for low-coverage or degraded scenarios.

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Orchestration

ARGOS decides, synchronizes subsystems, and executes tactical actions.

ARGOS

Central Intelligence Orchestrator

The unified brain of the ecosystem. ARGOS acts as a cognitive hyper-computing integrator: it reads massive telemetry streams, processes multidimensional contexts, and makes autonomous strategic decisions.

  • Real-time multimodal telemetry ingestion
  • Processing and analysis of multidimensional context
  • Autonomous cognitive decision-making
  • Hardware orchestration and tactical deployments

Sentinex

Intelligent Eyes

Distributed artificial vision subsystem that implements visual language models directly on local hardware to operate in real time and detect intrusion or suspicious behavior patterns.

  • Local VLM inference
  • Edge processing
  • Multi-criteria proactive alerts
  • Autonomous visual capture, processing, and analysis

Victoria

Semantic control interface

Human-machine interaction core structured as a cognitive router. It reads natural language commands, deduces deep semantic intent, and translates orders into execution protocols.

  • Cognitive routing of intentions
  • Integrated Gemini Flash Lite engine
  • Actuator control via NLP
  • Real-time response

Vortex Net

Scalable mesh network

Resilient wireless infrastructure based on LoRa and Meshtastic to transport telemetry and physical actuation commands over long distances with low energy consumption.

  • LoRa/Meshtastic Mesh Network
  • Decentralized scalable topology
  • Low-power, long-range protocol
  • Critical data transport and off-grid redundancy

OmniStatus

Ecosystem cognitive memory

Central platform for persistence and global state management. It centralizes events, telemetry, and state changes for historical reconstruction and predictive training.

  • Structured persistence in MongoDB
  • Event-oriented architecture
  • Global telemetry dashboard
  • State management and cognitive memory

PlantScan

Agricultural analytics with Vision Transformers

SaaS solution for the nursery industry. It processes phytosanitary images to identify pathologies, nutritional deficiencies, and plant stress.

  • Vision Transformers models
  • Preventive phytosanitary diagnosis
  • SaaS Multi-tenancy integration
  • Nursery production optimization

PaxRadar

Probabilistic RF profiling

Perimeter defense module supported by radio frequency sensors. It detects and profiles human movement signatures through obstacles with probabilistic precision.

  • Probabilistic fingerprint generator
  • Advanced RF analysis
  • Through-obstacle signature classification
  • Strategic security without light dependency

Arena 12

Automatic tripartite debate

Cognitive environment where three AI agents interact simultaneously: one in favor, one against, and a moderator. The operator can interrupt and inject real-time directives.

  • Definition of debate objective at the start
  • Tripartite automatic debate
  • Dynamic model selection
  • Real-time human interruption

Sentinex Trace

Visual Traceability and Audit

Platform for immutable logging of anomalous events detected by Sentinex. It guarantees the integrity of visual data and chain of custody through cryptographic signatures at the Edge.

  • Immutable inference logging
  • Cryptographic chain of custody
  • Audit and forensic analysis
  • Direct integration with OmniStatus

Rover Simulator

Autonomous Testing Environment

High-fidelity simulator designed to test navigation, obstacle evasion, and kinematic control algorithms of rovers before their transition to physical hardware in critical infrastructure.

  • Realistic physics simulation
  • Navigation model training
  • Stress testing and edge cases
  • Integration with ROS and ARGOS orchestrator

Research and Publications

Explore advances in cognitive hyper-computing and the integration of humans with autonomous artificial intelligence.

Official repository