Edge AI & Connected Systems Engineering

Software Meets Physical Intelligence.

Custom PCB design, embedded firmware, cellular IoT telemetry, and AI cloud platforms.

When business challenges extend into physical devices, vehicle fleets, microgrids, or factory equipment, AIVORVIA engineers full-stack hardware-to-cloud solutions you own completely.

END-TO-END PHYSICAL-TO-CLOUD ARCHITECTURE

How Telemetry Flows from Physical Sensors to AI Decisions

Click any layer below to inspect engineering specifications.

LAYER 01 • Sensors & Custom Circuitry

Physical Hardware

ENGINEERING PROTOCOL

Custom multi-layer PCB design, component sourcing, CAN-bus transceivers, hall effect probes, precision shunt resistors, and harsh-environment telemetry enclosures.

Representative Technologies:Altium Designer, KiCad, CAN 2.0B / CAN-FD, RS-485, I2C, SPI

Full-Spectrum Embedded Offerings

From initial schematic drafting to volume production firmware and cloud connectivity.

Electronic Circuit & Custom PCB Design

Schematic design, multi-layer high-density PCB layout, component selection, signal integrity analysis, and rapid hardware prototype assembly.

100% Client IP Transfer

Embedded Programming & Firmware

Real-time operating system (RTOS) firmware, bootloaders, peripheral driver development (SPI, I2C, UART, CAN), and low-power sleep modes.

100% Client IP Transfer

Edge Analytics & Micro-ML

Deploying quantized machine learning models directly onto ARM Cortex-M microcontrollers for sub-millisecond on-device anomaly classification.

100% Client IP Transfer

Industrial & Fleet Integration

Interfacing with industrial PLCs (Siemens, Rockwell, Modbus), commercial HVAC facilities, solar inverters, and automotive electric vehicle drivetrains.

100% Client IP Transfer

Have a Connected Hardware or Telemetry Project?

Consult with senior embedded systems architects on firmware, hardware selection, and AI cloud dashboards.

Schedule Edge Architecture Call