The Hybrid Group

What The Hybrid Group does

The Hybrid Group is a private US-based software consultancy that builds and maintains open source middleware for robotics, IoT, and embedded systems, with a stated mission of "making hardware work." The firm was founded in 2010 as a Ruby on Rails consultancy and pivoted through the 2010s into robotics and physical computing, progressively layering expertise across Go, C/C++, JavaScript, Ruby, and Python. Its core product portfolio centers on a family of cross-language frameworks: Gobot (Go-based robotics/IoT middleware supporting 35+ hardware and software platforms), Cylon.js (JavaScript robotics framework with plugin-based HTTP and Socket.IO APIs), Artoo (Ruby robotics framework), GoCV (Go bindings for OpenCV 4 with DNN and Intel OpenVINO inference support), TinyGo (an LLVM-based Go compiler for microcontrollers and WebAssembly that surpassed 10,000 GitHub stars in 2022), and the 2024 additions Mechanoid and wasmVision, which target WebAssembly-on-embedded and edge computer vision respectively.

The company serves two interlocking customer sets. Its primary commercial segment is hardware manufacturers and technology companies that require specialized software integration support — disclosed clients include Intel (embedded boards such as Edison/Galileo), Particle (IoT cloud), Sphero (consumer robotics), and Northvolt (battery/energy). The secondary segment is the open source developer community (hobbyists, makers, educators) that uses the firm's freely distributed frameworks on GitHub. Distribution is entirely self-serve and global through GitHub, npm, RubyGems, and go get, supported by an active technical blog and recurring conference presence at RubyConf, RailsConf, GopherCon, FOSDEM, MakerFaire, JSConf, and CNCF WASM Day.

Revenue is generated through professional services consulting rather than licensing, with all flagship frameworks released as open source. The firm is bootstrapped — no external funding rounds, parent companies, or institutional investors are disclosed — and is led by Ron Evans ("Ringleader"), recipient of the Ruby Hero Award at RailsConf 2014. Headcount is in the 11–50 range and the company operates without a formal pricing model or public revenue disclosure, relying instead on a community-led go-to-market motion that funnels enterprise consulting demand from open source mindshare.

Name

The Hybrid Group

Legal name

The Hybrid Group

Website

https://hybridgroup.com

Company type

Private

Founded year

2010

Operating status

Operating

Headcount range

11–50 employees

Short description

The Hybrid Group is a US-based software consultancy that develops and maintains open source robotics, IoT, and computer vision frameworks (Gobot, Cylon.js, GoCV, TinyGo, Mechanoid, wasmVision), serving hardware manufacturers including Intel, Particle, Sphero, and Northvolt.

Ownership category

akta.pro rank

Product category

Robotics & IoT Middleware Software

NAICS

Custom Computer Programming Services (541511), Computer Systems Design Services (541512)

SIC

Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Robot Software, Autonomy Stacks & Simulation (ROS, digital twins) (HDAAAIAK)

akta.pro secondary industries

On-Device Inference Runtimes & SDKs (mobile/embedded) (HDAAAJAB), Real-Time Vision at the Edge (on-device CV/video) (HDAAAJAE), Embedded Software & Firmware Tools (Compilers, Debug, RTOS tooling) (HDAHAFAE)

Keywords

• Robotics middleware
• IoT frameworks
• Embedded systems software
• Computer vision libraries
• Open source robotics

Headquarters

HQ city

Los Angeles

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Software Consulting Services: The company provides custom software development and consulting services to help clients solve hardware-software integration problems. They work with companies like Intel, Particle, Sphero, and Northvolt to develop software solutions for their hardware products.
2. Open Source Software (Community-Supported): All major frameworks (Gobot, Cylon.js, Artoo, TinyGo, GoCV, Mechanoid, wasmVision) are open source and freely available. Revenue is not generated directly from these projects but through consulting engagements and community goodwill.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels4 records

Core offering

The Hybrid Group develops and maintains open source robotics and IoT middleware frameworks — Gobot (Go), Cylon.js (JavaScript), Artoo (Ruby), GoCV (computer vision via OpenCV 4), TinyGo (LLVM-based compiler for microcontrollers and WebAssembly), Mechanoid (WebAssembly on embedded systems), and wasmVision (WebAssembly computer vision). In parallel, the firm delivers custom software consulting services to hardware companies (Intel, Particle, Sphero, Northvolt) to solve hardware-software integration, embedded systems, computer vision, and IoT problems.

Product overview

The Hybrid Group is a software company specializing in robotics and Internet of Things frameworks. Their product portfolio consists of multiple open-source robotics/IoT frameworks for different programming languages: Gobot (Go), Cylon.js (JavaScript), GoCV (Go/OpenCV), TinyGo (Go compiler), and Artoo (Ruby). Recent additions include Mechanoid for WebAssembly on embedded systems and wasmVision for computer vision using WebAssembly. Supporting tools include Gort (CLI for RobotOps), Watchbot (Pebble smartwatch app), Ticketmaster (ticketing API), Kanbanpad (project management), and Gitnesse (acceptance testing). The company maintains 35+ hardware platform supports across their frameworks with focus on computer vision capabilities via OpenCV integration.

Differentiator

Problem solved

Functional benefit

Brands

• Gobot: Next generation robotics/IoT middleware framework written in Go programming language, supporting 35+ hardware/software platforms.
• Cylon.js
• Artoo
• GoCV
• TinyGo
• Mechanoid
• wasmVision
• Gitnesse
• Gort
• KidsRuby
• KidsCodeCamp

Products and services

• Gobot Next generation robotics and IoT middleware framework written in Go, supporting 35 different hardware and software platforms including Arduino, Intel Edison, Sphero, DJI Tello, and Raspberry Pi. Used by hardware developers and manufacturers building robotics and IoT applications.
• GoCV Go programming language package providing access to OpenCV 4 computer vision library. Supports image processing, object detection, facial recognition, DNN-based computer vision, Intel OpenVINO inference engine, and TensorFlow/Caffe integration. Used by Go developers building computer vision applications.
• TinyGo LLVM-based Go compiler for small places including microcontrollers, WebAssembly (WASM/WASI), and command-line tools. Reached 10,000+ GitHub stars. Used by developers building embedded and edge applications in Go.
• Mechanoid Open source framework for WebAssembly applications on embedded systems and IoT devices. Written in Go and TinyGo. Includes a CLI tool for creating, testing, and running applications on simulators or actual hardware. Used by embedded systems developers building secure, extendable Wasm-based IoT applications.
• wasmVision Open source project for computer vision using WebAssembly, enabling portable computer vision applications on embedded systems and IoT devices. Used by developers building vision-enabled edge applications.
• Cylon.js JavaScript robotics and IoT framework for physical computing with 31+ platform support and plugin architecture for API access via HTTP or Socket.IO. Enables robot control from browsers, Chrome Apps, or mobile apps using PhoneGap. Used by JavaScript developers and hardware manufacturers.
• Artoo Ruby framework for robotics and physical computing providing a universal user interface to robotic devices. Previously maintained open source project enabling Ruby to run on various robot and IoT hardware platforms.
• Software Consulting Services Custom software development and consulting services to help clients solve hardware-software integration problems. Engagements with Intel (Edison/Galileo boards), Particle (IoT), Sphero (robotics framework), and Northvolt (battery/hardware integration). Served behind-the-scenes to enterprise hardware manufacturers.

Quantifiable outcome

• 35 different hardware/software platforms supported across their frameworks
• +1 more outcomes

Named customers4 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration18 records

AI capability6 records

Feature8 records

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Open Robotics: Stewards of ROS and ROS2, the dominant open source robotics middleware. Directly comparable as the leading community-driven robot software stack against which Gobot and Cylon.js compete for developer mindshare.
• PlatformIO: Open source ecosystem for embedded development across microcontrollers and SoCs. Comparable as a cross-platform embedded development tooling provider targeting the same hardware manufacturers and developer community.
• Balena (resin.io): IoT platform providing OS, fleet management, and deployment tooling for embedded devices. Comparable as an open source-friendly embedded/IoT developer platform serving hardware manufacturers similar to The Hybrid Group's customers.
• Husarion: ROS-based robotics platform provider offering controllers and development tools. Comparable as an integrated hardware + software robotics platform targeting developer and enterprise use cases similar to Gobot.

Others

• Eclipse IoT (Eclipse Foundation): Umbrella for open source IoT projects (Mosquitto, Paho, Kura). Comparable as an open source community umbrella supporting the same IoT developer ecosystem in which The Hybrid Group operates.

Broad incumbents

• RTI (Real-Time Innovations): Provider of DDS connectivity framework for real-time, distributed robotics and IoT systems. Comparable as a commercial robotics/IoT middleware vendor serving industrial and medical hardware OEMs.
• NVIDIA Robotics (Isaac / Jetson): Major platform for edge AI and robotics through Isaac SDK and Jetson hardware. Competes for the same enterprise robotics customers, though positioned as a hardware-anchored broad incumbent rather than open source middleware.

Emerging players

• Fermyon: WebAssembly-focused cloud and edge platform. Comparable in the WASM-on-embedded space where Mechanoid competes for developer attention, though Fermyon targets serverless/cloud rather than microcontroller deployment.
• Edge Impulse: Edge AI platform for embedded machine learning on microcontrollers. Adjacent overlap with GoCV/wasmVision's edge computer vision capabilities and TinyGo's microcontroller targeting.
• Particle: IoT platform with cellular-connected microcontrollers and cloud infrastructure. Both a customer and a comparable - offers developer-facing tooling for IoT hardware that overlaps with The Hybrid Group's Gobot/Cylon.js frameworks.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/hybrid_group
• GitHubgithub.com/hybridgroup
• Facebookfacebook.com/thehybridgroup

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 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 The Hybrid Group