AI
AI‑Frameworks
Embedded AI • Energy • IoT

From schematic to deployed device—faster, safer, smarter.

We design rugged power electronics, edge‑AI devices, and data platforms for energy, UAV, industrial and smart infrastructure. Evidence‑driven. Compliance‑minded. Deployment‑ready.

10k+
devices fielded (team)
≥95%
pre‑test pass after re‑layout
2–6 wks
typical PoC sprint

BMS & Power

Hybrid storage, slow‑charging, EMI/EMC layouts.

DFMEA • TVS • Derating

Edge Vision

K210/STM/Jetson with pruned models.

YOLO‑tiny • Quantization

DAQ & Sensing

RS‑485/Modbus, CAN, thermal & water.

Noise • Isolation • ESD

Cloud & Apps

Secure APIs, dashboards, OTA.

MQTT • CI/CD • OTA
Capabilities

The four pillars

Clear focus areas that map to real‑world outcomes.

Energy Systems & Power

BMS, chargers, hybrid storage, thermal & reliability.

  • Hybrid (Li‑ion + ultracap)
  • UAV/EV/solar BMS
  • EMI/EMC layouts
  • Slow‑charging controllers

Data Acquisition & Sensing

Industrial DAQ → cloud with low noise & isolation.

  • RS‑485/Modbus, CAN
  • Thermal, water level/flow
  • Rugged IoT gateways
  • Secure OTA & telemetry

Embedded AI at the Edge

Vision/anomaly detection under tight power & latency.

  • STM32, K210, Jetson, i.MX
  • Pruning & quantization
  • Real‑time control + ML
  • TinyML pipelines

Web & Data Platforms

APIs, dashboards, analytics for fleets & pilots.

  • Device‑to‑cloud ingestion
  • Timeseries & alerts
  • Multi‑tenant portals
  • Role‑based access
Products & Roadmap

What you can use now—& what's next

Ready kits + near‑term bets. Join early access to steer features.

Services

How we work with you

Flexible engagement from quick feasibility to production support.

R&D Sprints (2–6 weeks)

Feasibility, PoC, BOM & risk register.

  • Concept → demo
  • Design risks mapped
  • Budget & plan

Design & Prototype (6–12 weeks)

Schematics, PCB, firmware, bring‑up, EVT.

  • Schematics + layout
  • Firmware & drivers
  • Bench validation

Pilot & Compliance

Pre‑compliance EMC, field trials, DFM/DFT.

  • EMI/ESD tests
  • Test jigs
  • Field telemetry

Production Support

Supplier handover, CI for firmware, sustaining.

  • BOM & sourcing
  • Manufacturing tests
  • OTA & CI/CD
Indicative ranges: PoC from €3–8k • Pilot from €10–30k • Production support by quote.
Proof

Selected case studies

Outcomes over buzzwords. More details on request under NDA.

ATM Security Device (Europe)

Designed low‑power, EMI‑hardened electronics; 10k+ fielded; CE passed first time after pre‑tests.

UAV Hybrid Storage (IISc)

Ultracap + Li‑ion power path, thermal margins, reliability under duty cycles; flight‑tested.

Industrial DAQ → Cloud

RS‑485/CAN sensors with sub‑5s alerting, secure OTA, and timeseries analytics.

Avionics/Space Adapter

POEM‑style adapter concept, parts derating, documentation for qual.

Tech

Stack & tooling

Pragmatic choices. We use what ships reliably.

Hardware

STM32/STM32MP1, i.MX, Jetson, K210, nRF; Altium, KiCad; CAN/RS‑485/Modbus.

Firmware

C/C++, FreeRTOS, Zephyr, Yocto/OpenSTLinux, Qt, MaixPy/MicroPython.

Cloud & AI

REST/MQTT, timeseries dashboards, TinyML, quantization, OTA & CI/CD.

Contact

Tell us what you’re building

Have a spec, a sketch, or just a problem? We’ll propose a path in 48 hours.

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