# AINNA IoT NeuralOps Edge System

AINNA IoT is an Embedded Linux and IoT implementation of the NeuralOps architecture.

## Architecture

Physical sensors connect through GPIO, I2C, SPI, UART, USB, RS485, Modbus or controlled network protocols. Linux drivers and supervised services acquire data. Specialised parsers standardise events before Smart Routing selects deterministic rules, Detached Systems, an appropriately sized edge model, a private local model or qualified human review.

Critical relay, pump, motor, valve, shutdown and configuration actions remain blocked until the required validation and human approval are recorded.

## Deployment Patterns

- Raspberry Pi prototype
- Industrial Linux edge node
- University IoT laboratory
- SME monitoring system
- Offline technician assistant
- Private Edge AI deployment

Performance, latency and model suitability depend on hardware, memory, model architecture, quantisation, accelerator support, thermal limits and workload complexity.

Request an assessment: https://ainna.bond/iot/#contact