References
Example solutions by area — hardware, firmware and software we developed from scratch.
A line with washing, blasting and painting stages under one control system: each stage reports its status and temperature, every part is tracked from entry to exit, and the operator's SCADA screen shows takt time, downtime and OEE. Alarms (pressure drop, open chamber door) arrive before production stops.
Instead of buying a new machine — we replaced relay logic and timers with microcontroller control, added sensors and telemetry. A machine that sat idle for lack of spare parts now runs at full capacity and reports faults via SMS.
Our most complete field system: devices scattered across hills, with no mains power or internet. The solution — solar power, a GSM modem with an SMS protocol as backup, GPS position, gas-pressure and battery telemetry to a cloud server, and OTA software updates without a single field trip.
A sensor module that detects every firing of the device from differential pressure and computes gas consumption from the pressure-drop gradient — the basis for a shots-since-bottle-change counter and remaining-resource estimation. In development for the next device generation.
Operator software for real-time flight monitoring: mission map with path and waypoints, artificial horizon, altitude, speed and battery status, AUTO/LOITER/RTL modes — plus a complete flight log for post-landing analysis.
We develop stabilization and guidance loops in simulation first (software-in-the-loop): a dynamics model of the aircraft, sensor fusion, and wind and sensor-failure scenarios — only then integration on the real autopilot. Less risk, faster iterations.
An automated platform that guides the nozzle over a programmed raster across a 2×2 m work surface: its own LVGL touch HMI, multi-pass programs, real-time position and speed tracking, manual mode and E-stop. Control and motion electronics developed in-house.
Cabinets and installations for devices that live outdoors for years: a solar system with charge controller, surge and condensation protection, GSM antenna systems for weak-coverage areas — engineered to survive summer at 40°C and winter at -20°C.
Work orders with per-stage progress, a warehouse with critical stock levels and material reservations per order, deadlines and delays on one screen. No modules nobody uses — the system follows the company's real workflow, from inquiry to invoice.
Every delivered device has its own history: built-in components, interventions, part replacements and who did what. Preventive service announces itself based on operating hours and cycles — not when the device breaks down.
A server receiving telemetry from an entire fleet of field devices: live statuses over WebSocket, measurement history, roles and permissions (administrator, operator, client), automatic alarms and daily reports. Runs non-stop, with automatic updates from git.
An app that puts what matters into the on-duty operator's pocket: a push notification when a device reports low gas or a fault, status and location of every device, and remote commands with confirmation. Works on weak networks too — critical messages also arrive via SMS.
From each device's pressure history the model learns the consumption gradient and computes when the bottle will run empty — so the technician heads to the field before the device stops. We apply the same approach to battery voltage and battery ageing.
We don't just sell AI — we run on it: LLM agents write and review our code, generate technical documentation and tests, and shorten the path from idea to commissioning. We pass that experience on to clients through integrations tailored to their workflow.