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Qualcomm platform engineering

Qualcomm edge AI, taken to production.

MotoVisio takes Qualcomm silicon from vendor release to fielded system for robotics and autonomous platforms — bring-up, camera pipelines, autonomy and flight control integration, security, and models that run on the NPU. Then we build the modules to prove it.

MVue 8550 module: Qualcomm QCS8550 system-on-module mounted on the MotoVisio carrier board, showing USB-C, camera, and I/O connectors
MVue 8550 · Qualcomm Dragonwing QCS8550

Platforms

The silicon we work on.

We work across Qualcomm's current and previous generation robotics, industrial, and IoT silicon — on our own modules and on customer carrier boards.

IQ-9075

IQ9 Series

100 TOPS

Q-8750

CQ8750S

77 TOPS

QCS8550

Q8 Series

48 TOPS

QCS6490

Q6 Series

12 TOPS

QRB5165

RB5

15 TOPS

What we do

One team across the whole stack.

Boot chain, kernel, DSP and sensor firmware, camera pipeline, NPU, autonomy software, and the link home. Integration issues get resolved, not routed between vendors.

  • 01

    Silicon and board bring-up

    A custom carrier and a vendor source release become a platform your team can build, flash, and depend on.

  • 02

    Firmware across every subsystem

    A Qualcomm platform is not one image. The DSPs, the sensor island, the always-on processor, and the secure world each have their own build and their own ways to fail. We build, debug, and deploy across all of them.

  • 03

    Security and trusted execution

    Secure boot, filesystem encryption, and QTEE trusted applications, with the key management and provisioning flow a factory can run.

  • 04

    Camera, ISP, and sensor integration

    Camera bring-up over MIPI CSI and GMSL, buffer management, and multi-camera capture, backed by extensive CamX, CHI-CDK, and camera kernel experience.

  • 05

    Edge AI and model optimization

    A trained model on the NPU, at production latency: deployment on QNN, quantized vision models and LLMs on the HTP, and camera-to-model pipelines that run on the silicon end to end.

  • 06

    Robotics, flight control, and autonomy

    Extensive PX4 experience on UAVs and UUVs, and deep ROS 2 experience beside it: the software between the module and the machine, from autopilot integration to perception that closes the loop in motion.

  • 07

    Links, streaming, and connectivity

    Video and telemetry off a moving platform, engineered for how the link behaves in the field, not on the bench.

  • 08

    Build systems and production engineering

    A vendor source release turned into a build your team owns: reproducible, in CI, and ready to flash.

Hardware

MVue 8550

Shipping now

Qualcomm Dragonwing QCS8550

Qualcomm's 4 nm QCS8550, kernel 5.15, with 12 GB of LPDDR5X, 128 GB of UFS 4.0, and three 4-lane MIPI CSI-2 camera inputs.

48TOPS
Dense INT8
12GB
LPDDR5X, 128 GB UFS 4.0
3xMIPI
CSI-2, 4-lane D-PHY
4nm
Process node

MVue 8750

In development

Qualcomm Dragonwing Q-8750 (CQ8750S)

Qualcomm's 3 nm Q-8750, kernel 6.6, with 24 GB of LPDDR5X, 256 GB of UFS 4.0, and four GMSL camera inputs.

77TOPS
Dense INT8
24GB
LPDDR5X, 256 GB UFS 4.0
4xGMSL
Camera inputs
3nm
Octa-core Oryon

Why MotoVisio

Qualcomm makes the silicon. We make it a product.

Qualcomm silicon wins on size, weight, power, and connectivity, and its robotics line adds parts and partners every year. What does not ship with the chip is the engineering between a source release and a product in the field. We bring deep experience at every layer of that work, across multiple generations of Qualcomm silicon.

Production experience on this silicon

Raw vendor releases to shipping images across three generations of Qualcomm platforms, including carrier boards designed by our clients.

One team across the whole stack

Boot chain, kernel, DSP and sensor firmware, camera pipeline, NPU, autonomy software, and the link home. Integration issues get resolved, not routed between vendors.

Qualcomm depth without the volume

Direct platform support from Qualcomm follows purchase volume. We bring that depth on the silicon to a startup or a single product at the unit counts it actually orders, with no volume commitment to unlock it.

Applications

A US-based team for autonomous systems in demanding environments.

Drones and uncrewed aircraft

Onboard perception inside a real power and weight budget, autopilot and payload integration, GPS-denied navigation, and a link engineered for range.

Underwater and maritime vehicles

Autonomy with no link to shore. Vehicle control, capture, and inference run entirely on the vehicle, inside pressure and thermal limits that rule out larger compute.

Ground stations and optical systems

Camera systems for unattended remote installations: long-duration and low-light imaging, precise capture control, and operation where no one is on site to intervene.

Defense and dual-use

A US-based team, a verified boot chain, trusted execution, and encrypted data paths, with the provenance discipline this work requires.

Three ways to work with us

01

Engineering services

Bring-up, firmware, camera, autonomy, security, and NPU work on your Qualcomm platform.

What we do
02

MVue modules

Compact compute on QCS8550 and Q-8750, with the platform work already done.

See the hardware
03

Custom board design

A carrier board designed around your product's envelope, sensors, and I/O.

How it works

Tell us what you’re building.

Bring-up, cameras, autonomy, security, or a module built for your platform. Describe where you are, and we will tell you what it takes to ship.