Firmware you won't have to rebuild.

Documented, reviewed and tested on your actual hardware, so the next engineer who opens the repo doesn't start over. One team from the sensor to the map.

Two weeks. If the Sprint isn't worth it, you don't pay.

119 projects delivered · ★ 5.0 on Clutch · Top Rated Plus on Upwork
Multotec NESS Fertigation Hawk-Eye StructureIQ Rehinged
  • Mapbox
  • PostGIS
  • ESP32
  • FreeRTOS
  • ThingsBoard
  • AWS

The expensive part of firmware isn't the code.

It's the seam.

Hardware, firmware and cloud usually come from three vendors, with one founder holding them together. The bugs don't live inside any of them. They live in the gaps.

It's the rebuild.

The last vendor leaves firmware with no documentation and no tests. The next engineer can't trust it, so they start over, and you pay for the same board twice.

It's certification.

Most teams design the product first and find out what FCC, CE and RoHS want afterwards. Moving a radio after layout isn't a sprint.

One team from the sensor to the map.

Firmware, edge AI, connectivity and maps, covered by one team.

Microcontroller boards wired up with their status LEDs lit

Firmware and embedded

C and C++ on FreeRTOS and Zephyr, on ESP32, STM32 and nRF. OTA updates and secure boot from the first commit, with every build tested on a real board.

Firmware and embedded →
Multotec dashboard fed by the on-device model

Edge AI and AI features

Models that run on the device when the decision can't wait for the cloud, as on Multotec's ESP32. And AI agents and LLM features inside the product your users touch.

See Multotec's edge AI →
NESS Fertigation platform showing live sensor data

Connectivity and platforms

MQTT, BLE, LoRaWAN, cellular and Matter, on AWS backends. IoT platforms you own outright with no per-device fee, like the one we built for NESS.

IoT platforms →
FuseGIS parcel map

Geospatial and maps

PostGIS pipelines, Mapbox front ends and field maps your users act on. When a map bill gets out of hand, we trace it back to what the device sends.

Geospatial and maps →

Specs written before code, AI agents in the daily workflow, and a tech lead who reviews every pull request before it merges. AI speeds up the work; it never skips the review or the test on real hardware.

"They use AI in a very clever way to help improve [their] quality and time."Koko Tuinstra, CEO, Georama · Clutch, verified

The board decides what's worth sending.

Multotec industrial mining site
Multotec fleet dashboard showing cyclone sensor status and vibration charts

Mining equipment runs where connectivity is limited and every byte sent costs something. Streaming raw vibration data to the cloud and deciding there is slow and expensive. So for Multotec, we moved the decision onto the device.

A model running on the ESP32 itself reads vibration patterns and decides which telemetry is worth sending. The cloud gets the readings that matter, not the noise.

On the board

The model runs on the ESP32.

Vibration patterns are read on the device, in C++ on FreeRTOS, so the decision doesn't wait for a round trip to the cloud.

Over the air

OTA from the first commit.

Firmware and models can be updated across the fleet without anyone driving out to a site.

On the dashboard

The fleet in one view.

A ThingsBoard fleet dashboard shows every device and the events it chose to send.

One team wrote the firmware, put the model on the board and built the fleet view, so nobody had to stitch three vendors together.

"They listen to the problem and deliver software that works at a fair cost."James Trace, R&D Head of Engineering, Multotec · Clutch, verified

Have a device that should decide on its own? Start a Discovery Sprint →

What clients say.

Nathan Matos Almeida, CTO

A tech lead inside your team, or a fractional CTO above it.

Have engineers but no one running them? We place a tech lead in your team. Need someone to own the decisions? A fractional CTO. Led by Nathan Matos Almeida, our CTO, with nearly a decade in embedded systems.

"Nathan is a great team player and contributor. His skills helped improve the product in many ways."Stevan, CTO, Toradex · Upwork review

Tell us what the device has to do.

Send the hardware, the constraints and the deadline. A tech lead reads it and replies with what we'd do first, starting with a two-week Discovery Sprint you don't pay for if it isn't worth it.