Engineering
Edge AI Vision

Embedded Vision Edge AI Connected Embedded Devices

Edge Computer Vision expertise for product and solution developers, integrators, OEMs, and technology providers.

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Supporting Edge Deployments Globally

What We Get Involved For

Embedded Vision Platforms

Practical implementations of computer and machine vision workloads for embedded vision platforms, utilizing Ambarella, Hailo, NXP, and Rockchip SoCs.

Sensor to Decision Pipeline

Low-level sensor and platform work across driver integration, calibration, ISP tuning, BSP development, as well as model porting and optimization for embedded vision systems.

On-Device Inference

Porting and optimizing ML learning models. Getting Edge AI workloads to run efficiently on constrained devices

Performance & Productionization

Optimizing behavior, quality, latency, power, and heat dissipation before the product reaches the field.

Connected Vision Security

Implementing security features and supporting certifiability for connected vision devices.

Device Integration & Maintainability

Device management: firmware updates, remote updates, configuration management, version management, life-cycle management etc.

Learn More About Our Expertise

Why Teams Start With Us

Make It Work on the Edge

Your models hit their targets on a GPU but run too slow, too big, or too inaccurate on the embedded SoC. We quantize, port, and optimize them as well as integrate the entire firmware stack from board support to application until it's production-ready.

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Make It Work on the Edge

Get There in Time

A trade show, pilot, or investor demo won't move, and your team is already stretched. Hiring and ramping up new embedded vision engineers takes months. Our senior and well-integrated engineering team can contribute to your roadmap from week one.

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Get There in Time

Get It Market Ready

Picking the wrong platform can cost a year, a failed certification delays revenue, and a prototype that works on a desk isn't a product. We help you choose the right hardware, implement your solution, and pass certification, thus turning your prototype into a robust, manufacturable device.

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Get It Market Ready

Industries We Build For

AI Camera Solutions & Vision Devices

Camera products and vision-enabled devices that need on-device inference, stable pipelines, and fit for the target platform.

Physical Security & Access Control

Biometric access terminals where latency, privacy, and device constraints all matter at once.

Drones & UAV Systems

Edge vision for unmanned platforms where weight, performance, power consumption, and response time leave little room for waste.

Agriculture Technology

Connected vision systems for monitoring and automation in greenhouses, farms, and controlled growing environments.

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Our Offer

Development & Integration

Engineering work across edge AI vision, embedded devices, and system integration.

Consulting

Technical advisory for teams making platform, architecture, feasibility, and deployment decisions around embedded vision systems.

Talent Support

We will help you find the right talent to bring your embedded vision system together. This includes executive search, as well as interview support and technical assessment for roles adjacent to embedded & Edge AI engineering.

Full offer

Get in Touch

Looking for an Edge AI technology partner? Let’s discuss how we can help you achieve your goals.