What RidgeRun does

RidgeRun, LLC is a privately held, founder-owned embedded Linux software development firm founded in 2005-2006 and headquartered in Bradenton, Florida, with an additional engineering presence in India. The company provides custom software engineering services and packaged software products for companies building embedded devices and streaming-media products across specialized hardware platforms. Its core domain expertise centers on the GStreamer multimedia framework, Yocto build systems, CUDA GPU computing, V4L2 Linux kernel/camera drivers, and FPGA development. It sells into eight vertical segments — with Medical/Healthcare, Robotics, Automotive, and Industrial Automation identified as primary — and additional exposure to Agriculture, Smart Cities, Defense, and Entertainment/Media.

The product portfolio spans open-source developer tools (GstShark profiler, GStreamer Daemon, GstInterpipe) used as top-of-funnel community credibility drivers, and commercial GStreamer plug-ins and solutions sold via an online store (GstCUDA, GstWebRTC, GstSEIMetadata, GstStitcher, Birds Eye View, LibGuvc, Spherical Video PTZ). Its flagship commercial product is the RidgeRun Video Stabilization Library, which combines Electronic Image Stabilization (IMU sensor fusion) and Digital Image Stabilization (optical-flow motion estimation) with hardware acceleration via CUDA, OpenCL, and SIMD. Products are optimized primarily for NVIDIA Jetson but the company supports a broad SoC ecosystem including Xilinx/AMD UltraScale+, NXP i.MX, TI TDA4VM, Qualcomm QRB5165/QCS8550, and Hailo 8/15 AI accelerators.

The business model combines three revenue streams: custom engineering-services engagements (professional services, quote-based, structured as multi-year contracts), one-time/perpetual software product licenses sold through shop.ridgerun.com, and training services. Go-to-market is sales-led and direct — via contact forms, demo requests, and engineering consultation — targeting enterprise buyers, complemented by an SoC-vendor partner ecosystem (notably NVIDIA Preferred Partner status) and a technical content-marketing engine (developer wiki, YouTube/Vimeo, webinars, quarterly R&D newsletter). Pricing is not publicly disclosed. The company operates a distinct AI division branded RidgeRun.ai.

Name

RidgeRun

Legal name

RidgeRun, LLC

Website

https://ridgerun.com

Company type

Private

Founded year

2006

Operating status

Operating

Headcount range

11–50 employees

Short description

RidgeRun is a founder-owned embedded Linux software development firm providing custom engineering services and GStreamer-based multimedia/computer-vision products for enterprises building embedded devices on NVIDIA Jetson and other SoC platforms across medical, robotics, automotive, and industrial verticals.

Ownership category

akta.pro rank

Headquarters

HQ city

Princeton

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Engineering Services: Custom embedded Linux software development services including GStreamer development, computer vision, AI development, FPGA development, and Yocto development. Offered through direct engagement with engineering team.
2. Software Products and Downloads: Packaged software products and evaluation software sold through online store (shop.ridgerun.com). Includes development suites and licensed software.
3. Training Services: Training services for embedded Linux development, GStreamer, and related technologies.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels7 records

Core offering

RidgeRun provides embedded Linux software development services and proprietary GStreamer-based products specializing in multimedia pipelines, computer vision, and video processing. The company delivers consulting, custom AI/ML and FPGA engineering, plus a catalog of open-source and commercial GStreamer plugins and libraries targeted at NVIDIA, NXP, and Xilinx hardware platforms.

Product overview

RidgeRun is an embedded Linux software development company offering a portfolio of GStreamer-based products and engineering services. The product lineup includes open-source tools (GstShark, GStreamer Daemon, GstInterpipe) and commercial GStreamer plug-ins (GstCUDA, GstWebRTC, GstSEIMetadata, GstStitcher) primarily for NVIDIA Jetson platforms. The flagship RidgeRun Video Stabilization Library provides Electronic and Digital Image Stabilization with hardware acceleration. Additional products include Birds Eye View, LibGuvc, and Spherical Video PTZ. Engineering services cover GStreamer development, Computer Vision, AI, and FPGA development, supporting SoC platforms from NVIDIA, Xilinx, NXP, Texas Instruments, Qualcomm, and Hailo.

Differentiator

Problem solved

Functional benefit

Brands

• RidgeRun.ai: Artificial Intelligence division of RidgeRun, providing AI development and consulting services.
• GstShark
• GstCUDA
• GstStitcher
• GstWebRTC

Products and services

• GStCUDA

Quantifiable outcome

• Comprehensive embedded Linux solutions for leading SoC vendors
• +1 more outcomes

Segments8 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature10 records

Partnerships

Seven partnerships are on record, tiered minor and core.

• ARBOR TechnologyminorStrategic or Co-development Partner · 15 June 2026RidgeRun partnered with ARBOR Technology for live demonstrations at Automate 2026. The demonstration featured Vision AI automation and AI thermal monitoring applications running on ARBOR's IEC-6700 embedded system powered by Intel Panther Lake architecture with RidgeRun's software solutions.
• NVIDIAcoreTechnology or IntegrationRidgeRun is an NVIDIA Preferred Partner and member of the NVIDIA Partner Program. The company provides embedded Linux development services for NVIDIA Jetson platforms including AGX Thor, AGX Orin, Xavier NX, Orin NX, Nano, and TX2. RidgeRun develops GPU-based solutions using CUDA and offers products optimized for NVIDIA platforms.
• Xilinx (AMD)coreTechnology or IntegrationRidgeRun provides embedded software solutions for Xilinx Zynq UltraScale+ and Xilinx UltraScale+ platforms. The partnership enables FPGA-based embedded development with Linux support.
• NXPcoreTechnology or IntegrationRidgeRun offers embedded Linux development for NXP i.MX6 and i.MX8 platforms. Support includes board bring-up, driver development, and multimedia solutions for NXP processors.
• Texas InstrumentscoreTechnology or IntegrationRidgeRun provides embedded software development for Texas Instruments TDA4VM platform, enabling automotive and industrial applications with hardware acceleration.
• QualcommcoreTechnology or IntegrationRidgeRun supports Qualcomm QRB5165 and QCS8550 platforms for embedded Linux development, enabling mobile and edge AI applications.
• HailocoreTechnology or IntegrationRidgeRun provides support for Hailo 8 and Hailo 15 AI accelerators, enabling edge AI inference capabilities on embedded platforms with specialized NPU support.

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Market position

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/@ridgerunengineering6760
• LinkedInlinkedin.com/company/ridgerun/posts/?feedView=all
• Xx.com/ridgeruntweet

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about RidgeRun