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Services

Everything between "it works on the bench" and "it ships."

Six disciplines, one team, one control loop. We bring in specialists from our bench when a project needs extra depth — you keep one point of contact.

capability PrototypeProve it worksEVTEngineering validationDVTDesign validation · certificationPVTProduction validation · test fixturesProductionRamp, telemetry, iterate
Ctrl Controls & mechatronics
Fn Firmware & electronics
Shift Mechanical, CAD & production
Alt HVAC, buildings & power
Cmd Software, dashboards & connectivity
Tab AI systems integration
Ctrl

Controls & mechatronics

Feedback control that holds a physical system on target: modeling, tuning, motors, sensors and actuators.

  • PID / nonlinear / adaptive control
  • Field-oriented motor control (FOC)
  • System identification
  • State-space and empirical modeling
  • Finite-state machines (FSMs)
  • Signal processing and filtering
+ 6 more
  • Sensor fusion
  • Hardware-in-the-loop (HIL) testing
  • Matlab / Simulink
  • ESC, BLDC, stepper and servo drives
  • Solenoid and pneumatic actuators
  • Environmental, optical, navigation, force and gesture sensing
Fn

Firmware & electronics

Firmware, boards and wiring that run on the device, from microcontroller to harness.

  • Embedded firmware (C / C++)
  • ARM Cortex-M0 / M3 / M4 / M7
  • STM32
  • ESP32 / ESP8266
  • nRF52
  • AVR
+ 7 more
  • PLCs
  • UART, SPI, I2C, RS-485
  • Analog and digital circuits
  • Schematics and PCB layout (KiCad)
  • EMI shielding
  • Datasheets and BOMs
  • Cable harnesses and modular connectors
Shift

Mechanical, CAD & production

Enclosures, mechanisms and fixtures, from CAD through jigs, tooling and small-batch assembly.

  • Onshape
  • SolidWorks
  • AutoCAD
  • Industrial and human-interface (HID) design
  • P&ID, pneumatics and hydraulics
  • Dynamics and vibration analysis
+ 8 more
  • FEA / CFD
  • CNC milling
  • Laser and waterjet cutting
  • Vacuum forming: machines, molds and tooling
  • 3D printing, including print-in-place
  • Factory jigs and test equipment
  • Small-batch assembly lines
  • Assembly manuals and wiring diagrams
Alt

HVAC, buildings & power

Heating, cooling, building automation and high-voltage power for buildings, vehicles and process equipment.

  • Zone controllers and smart vents
  • Heat pumps
  • Hydronics
  • Heat exchangers
  • Vacuum distillation and vapor recompression
  • Energy-recovery ventilation
+ 7 more
  • ACCA / ANSI / ASHRAE load and flow calculations
  • Building automation (BACnet, Modbus)
  • Revit blueprints: structural, MEP, networking, HVAC
  • Residential electrical
  • Socket-level energy sub-metering
  • EV battery packs and BMS integration
  • Liquid cooling and pressure control
Cmd

Software, dashboards & connectivity

Backends, APIs and dashboards that connect devices to people: telemetry, tuning, alerts and access control.

  • Python
  • JavaScript / Node.js
  • Scala / Akka
  • REST APIs
  • Web dashboards
  • Node-RED
+ 8 more
  • Home Assistant
  • MQTT and NATS
  • CAN, Modbus, BACnet
  • TCP/IP
  • DMX512, Art-Net, NFC
  • Linux, Docker, Kubernetes
  • AWS and edge computing
  • Object-oriented UX, data schemas and information architecture
Tab

AI systems integration

Practical AI wired into products and operations: local models, retrieval, agents and machine learning on sensor data.

  • Generative AI
  • Agentic AI
  • Local LLMs
  • Retrieval-augmented generation (RAG)
  • Natural-language processing (NLP)
  • Machine learning
+ 4 more
  • Server-side ML for control requests
  • Data science
  • Spectral analysis
  • Voice control
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