SOFTWARE · ARTIFICIAL INTELLIGENCE · FIELD SYSTEMS

We build software and systems for the real world.

MGT Solutions is a Greek software engineering company. We deliver complete solutions — from applications and artificial intelligence to devices operating in the field.

Explore our capabilities

edge-node.tstelemetry.ts

1import { camera, edgeModel, telemetry } from "@mgt/runtime"23const node = defineEdgeNode({4  stream: camera({ fps: 15, mode: "low-power" }),5  model: edgeModel.load("vision-edge-v2"),6  uplink: telemetry({ heartbeat: "60s" }),7})89node.on("frame", async (frame) => {10  const event = await node.model.infer(frame)1112  if (event.score >= 0.92) {13    await node.uplink.send({ event, health: node.status() })14  }15})

EDGE TELEMETRY

inference18 ms

01End-to-end deliveryFrom study to handover, by the same team.

02Software and hardware togetherWe design both, so they work as one system.

03Real conditionsWe test where the system will operate, not only in the office.

04Direct communicationYou speak directly with the engineers building the project.

FIELD SYSTEMS ARCHITECTURE

Computer vision, Edge AI and off-grid telemetry.

We engineer autonomous sensing and visual monitoring nodes for remote locations. Each system integrates optical sensors, local AI inference on embedded compute, solar power management and resilient telemetry.

Our focus is on the critical subsystems: tight power budgets, on-device evaluation without cloud dependency, and reliable transmission of actionable data.

MGT / LOADING 3D ASSEMBLY

Optical capture & sensing

Continuous image and environmental data acquisition from calibrated cameras and field sensors.

On-device Edge AI

Vision models run locally on the embedded unit, cutting latency and bandwidth requirements.

Validation & filtering

Control logic correlates signals on-site to separate real events from environmental noise.

Telemetry & supervision

Transmission of verified alerts, visual context and node health metrics (battery, link, thermals).

Core building blocks of every node

Network independence

Local inference and buffering keep the node operating through weak or interrupted connectivity.

Energy autonomy

Power budgeting, solar harvesting and battery management matched to the real duty cycle.

Serviceable embedded hardware

Clean enclosures, weather protection and modular internals for straightforward field maintenance.

Remote diagnostics

Full visibility into device health alongside secure over-the-air configuration and updates.

CAPABILITIES

From circuit to cloud.

We combine physical and digital engineering so every part of the system serves the same operational goal.

Applied AI & Computer Vision

PERCEPTION

Vision models, edge inference and evaluation pipelines tailored to the actual operating environment.

Embedded & Edge Systems

PHYSICAL

Embedded Linux nodes, sensors, cameras and control logic designed for reliability and low power consumption.

Custom Software

SOFTWARE

Applications, APIs and monitoring tools that turn complex data into clear operational decisions.

Energy-aware Engineering

RESILIENCE

Power design, telemetry and operating strategies for autonomous systems in demanding locations.

APPROACH

Fewer assumptions. More evidence.

Our work starts with real conditions: the environment, the constraints, the people operating the system and the way it will be maintained.

Define

We translate the problem into clear technical and operational requirements.

Prototype

We test critical assumptions quickly across hardware and software.

Validate

We measure performance, power use and reliability in realistic conditions.

Deliver

We document, deploy and support a system designed to evolve.

MGT SOLUTIONS

A small team. Full technical responsibility.

We are two electrical engineers and a data scientist with experience in applied artificial intelligence. The same people design the architecture, write the code, test the hardware and go on site when the work needs it.

Direct technical communication

Unified hardware and software ownership

Clear documentation and measurable decisions

FOUNDERS / 03