RCE systems
RCE systems is a Brno-based Czech engineering firm that designs, builds, and verifies custom mechatronic systems — robotics, computer vision, and embedded software — for industrial, commercial, defense-adjacent, and research customers where standard solutions are insufficient. It sells via direct project-based contracts and proprietary software library licensing.
- Company typePrivate
- Founded2013
- HeadquartersBrno, Czechia
- Headcount11–50
- GTM typeB2B
- OfferingServices
What RCE systems does
RCE systems s.r.o. is a privately held Czech engineering company founded in 2013 and headquartered in Brno, with two additional offices in the city (Šumavská 31 and Palackého třída 55). The firm designs, builds, and verifies custom mechatronic systems for industrial and commercial customers where standard off-the-shelf solutions cannot meet specific requirements. Its core competencies span three tightly integrated domains: robotics (autonomous navigation, quality control, assembly, measurement), computer vision (object tracking, gesture recognition, traffic monitoring, license plate detection, image dehazing), and embedded systems (schematic design through custom software and hardware testing). The team is co-founded by Aleš Marvan, with several members holding academic ties to the Faculty of Information Technology at Brno University of Technology (BUT).
RCE's product portfolio mixes licensable software libraries and purpose-built engineered systems. Proprietary software IP includes the Dehazing Library (OpenCL-accelerated C++), the Top-View Gesture Recognition System (CUDA-accelerated, >92% precision, >30 FPS), libANP for automatic number plate detection (ARM Cortex A7-optimized, 0.959 accuracy), and the Mobile Stereo-Vision Traffic Monitoring system (>99.5% detection rate). Hardware and integrated systems include the Optical Localization System (passive multi-camera tracking for defense and air traffic control), the RoboAuto autonomous driving platform (Robot Quido, ~25 distributed modules across six layers), the BASCAN gun barrel inspection robot, the OTH 1000 hose bending stiffness tester (ČSN EN ISO 10619.1 compliant), and a UAV-based traffic monitoring solution. The technology stack is centered on ROS, CUDA, OpenCL, OpenCV, Qt/QML, and optimized C++ implementations.
The business model is predominantly project-based custom engineering services (professional services) complemented by software library licensing. Customers submit inquiries and requests for quote via [email protected] or website forms; pricing is quote-based with multi-year contract cadence and no public price list. GTM is direct enterprise field sales — no channel partners, resellers, or marketplaces — targeting industrial partners (manufacturing QA, automation), commercial/technology partners (surveillance, traffic, defense), and selectively entertainment/design companies. Named enterprise references include Lasvit (luxury glass kinetic installation at Euroluce 2015) and Semperflex Optimit (industrial hose testing); academic partners include TU Brno Racing (Formula Student) and Brno University of Technology. Marketing is minimal, relying on the company website, social channels (Facebook, YouTube, Vimeo), conference presentations, and Formula Student sponsorship. RCE participates in Czech and EU R&D grant programs (e.g., CZ.01.02.01/04/23_017/0002824 for international expansion) and has won six prizes at Excel@FIT conferences (2015 and 2016).
RCE systems firmographics
Firmographics- Name
- RCE systems
- Legal name
- RCE systems s.r.o.
- Website
- https://rcesystems.cz
- Company type
- Private
- Founded year
- 2013
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- RCE systems is a Brno-based Czech engineering firm that designs, builds, and verifies custom mechatronic systems — robotics, computer vision, and embedded software — for industrial, commercial, defense-adjacent, and research customers where standard solutions are insufficient. It sells via direct project-based contracts and proprietary software library licensing.
- Ownership category
- akta.pro rank
RCE systems industry classification
Industry- Product category
- Custom Mechatronic Systems Engineering
- NAICS
- Computer Systems Design and Related Services (54151), Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371), Industrial Instruments For Measurement, Display, And Control (3823)
- akta.pro primary industry
- Control System Integration & Engineering Services (Design, Commissioning, Retrofits) (IMAGABAK)
- akta.pro secondary industry
- Robot Software, Autonomy Stacks & Simulation (ROS, digital twins) (HDAAAIAK)
Keywords
Where RCE systems is headquartered
LocationHeadquarters
- HQ city
- Brno
- HQ country
- Czechia
- HQ region
- Europe
Offices3 records
Markets served
RCE systems business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Revenue model
- Custom Engineering Services: RCE systems provides bespoke engineering services in robotics, computer vision, and embedded systems. Customers submit project inquiries and requests for quotes; RCE designs, builds, and verifies mechatronic systems to meet specific client needs. Revenue is project-based and service-oriented, with each engagement tailored to individual customer requirements.
- Software Library Licensing: The company licenses proprietary software libraries such as the Dehazing library as standalone portable C++ dynamic libraries for integration into third-party applications and video management systems. This represents a productized, repeatable licensing revenue stream alongside project work.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Custom project-based pricing |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels5 records
RCE systems product offering
Product offeringCore offering
RCE systems s.r.o. designs, develops, and verifies custom mechatronic systems integrating robotics, computer vision, and embedded systems for industrial and commercial clients. The firm delivers bespoke single-purpose machines (such as inspection robots, hose-stiffness testers, gesture-controlled installations, and autonomous vehicles) alongside licensable software libraries (e.g., Dehazing, libANP) and project-based engineering services where off-the-shelf solutions are unsuitable.
Product overview
RCE systems is a Czech robotics and computer vision company offering custom-engineered mechatronic systems. Their portfolio includes both standalone products (Dehazing Library, Gesture Recognition System, RoboAuto Platform, Optical Localization System, UAV Traffic Monitoring) and development services in robotics, computer vision, and embedded systems. The products range from specialized hardware (OTH 1000 testing device, BASCAN inspection robot) to software libraries (libANP for license plate detection) and complex autonomous systems (RoboAuto, UAV monitoring). All solutions emphasize real-time performance, custom development, and integration of computer vision, robotics, and embedded technologies.
Differentiator
Problem solved
Functional benefit
Products and services
- Dehazing Library Standalone portable C++ dynamic library that performs real-time, parameter-free enhancement of images and video streams degraded by atmospheric phenomena (fog, mist, dust, smoke, haze, rain), optimized for CPU, GPU, and DSP via OpenCL.
- Gesture Recognition System (Top-View Depth Data) Real-time human body tracking and predefined gesture recognition system using depth data from a Microsoft Kinect sensor installed overhead, achieving >92% tracking precision and >30 FPS via CUDA GPU acceleration.
- RoboAuto Autonomous Driving Platform (Robot Quido) Robotic car prototype (Robot Quido) platform for autonomous driving research featuring a distributed navigation architecture with approximately 25 concurrent modules across six layers (sensor interface, perception, mapping, road estimation and path planning, reactive layer, low-level control).
- Optical Localization System Semi-autonomous passive multi-camera system for tracking and localizing distant targets using only RGB cameras, with modular camera units, multi-view 3D triangulation, UTM coordinate output on interactive map, and particle-filter-based automatic visual tracking.
- UAV Traffic Monitoring System Automatic traffic monitoring system using unmanned aerial vehicles (UAVs) that detects and tracks road vehicles from aerial video, measures speed and passage time, determines input/output lanes at intersections, and includes digital video stabilization.
- Automatic Number Plate Detection (libANP) Highly optimized C++ library for real-time automatic license plate detection on low-cost ARM Cortex A7 platforms, achieving 90.91% data reduction, 0.959 detection accuracy, and ~15 ms per-frame processing at 752x480 pixels, with Python module availability.
- Mobile Stereo-Vision Traffic Monitoring System Real-time mobile traffic monitoring and vehicle counting system using stereo-camera depth data to detect and classify vehicles into motorcycle, car, and truck categories, measure average speed and dimensions, with >99.5% detection rate.
- Active Camera Tracking System for Long-Distance Targets Intelligent optical tracking system for detection, identification, and tracking of multiple long-distance targets in real time, using particle-filter tracking in monochromatic video with GPU acceleration, robust to partial and full occlusions, with H.264/RTP/RTSP/ONVIF streaming.
- BASCAN Gun Barrel Inspection Robot Experimental inspection robot that explores inner surfaces of gun barrels (100-150mm diameter) using visual and depth sensors, providing comprehensive diagnostics of barrel inner-surface condition.
- OTH 1000 Hose Bending Stiffness Testing Device Custom hardware device for testing hose bending stiffness in accordance with ČSN EN ISO 10619.1, accommodating hose samples from 10mm to 110mm outer diameter, with a 10-inch touchscreen user interface.
- Robotics Development Services Custom robot design and construction services for industrial applications including quality control, assembly, and measurement, delivered as bespoke mechatronic systems.
- Computer Vision Development Services Custom computer vision solutions for industrial applications including visual inspection, object counting, image processing, and analysis using methods for processing and understanding image data.
- Embedded Systems Development Services Custom embedded device development from schematic design through tailor-made software and testing, including real-time control systems, touch user interfaces, and testing tools.
Quantifiable outcome
- Gesture recognition system achieves >92% tracking precision and >30 FPS real-time performance
- +3 more outcomes
Companies that use RCE systems
Customer profileNamed customers4 records
Segments3 records
Ideal customer profiles4 records
RCE systems technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability11 records
Feature6 records
RCE systems partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered minor and core.
- Semperflex Optimit s.r.o.minorOTH 1000 (hose bending stiffness testing device) was developed as a custom order for Semperflex Optimit s.r.o., a manufacturer of industrial hoses. The device measures hose samples per ČSN EN ISO 10619.1 standard.
- CREINOSminorCREINOS collaborated with RCE systems in the construction of the OTH 1000 hose bending stiffness testing device. RCE served as the primary developer and integrator.
- TU Brno RacingminorRCE is a silver partner supporting the TU Brno Racing team in the Formula Student competition. RCE develops and supplies control electronics (shifting unit, display unit) and software for the Dragon 3 racing car.
- Lasvit s.r.o.minorRCE developed and implemented a gesture recognition system for Lasvit, a Czech luxury glass installations and lighting collections manufacturer. The system was deployed as an entertainment solution enabling users to control a glass kinetic installation via predefined hand gestures, exhibited at Euroluce 2015 in Milan.
- Faculty of Information Technology, Brno University of TechnologycoreRCE cooperates closely with researchers from the Faculty of Information Technology (FIT) at Brno University of Technology on the RoboAuto autonomous driving project. The project aims to develop a robotic car prototype (Robot Quido) as a platform for testing new approaches to road recognition, car control, and autonomous navigation.
- Oprox, a.s.minorOprox, a.s. was the main contractor of the FR-TI1/195 research project for intelligent optical tracking systems. RCE participated alongside Faculty of Information Technology BUT and ZLD, s.r.o.
- ZLD, s.r.o.minorZLD, s.r.o. participated alongside RCE and Faculty of Information Technology BUT in the FR-TI1/195 project for intelligent optical tracking systems, with Oprox, a.s. as main contractor.
- ARTIN s.r.o.minorRCE team members previously collaborated with Tomáš Ondráček, co-founder of ARTIN s.r.o., on the RoboAuto project for autonomous driving research. ARTIN continues as a related stakeholder with personal endorsement from its co-founder.
Scale indicators1 record
Recent moves6 records
Expansion highlights5 records
RCE systems competitors and assessment
Company assessmentMarket position
Competitive moat3 records
Key risks6 records
Key highlights6 records
Customer concentration
RCE systems social profiles
Digital presenceRCE systems financial estimates
Financial estimateRevenue estimate
Valuation estimate
RCE systems leadership team
Management profileNumber of profiles
Profiles3 records
RCE systems funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
RCE systems M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about RCE systems
What does RCE systems do?
RCE systems s.r.o. designs, develops, and verifies custom mechatronic systems integrating robotics, computer vision, and embedded systems for industrial and commercial clients. The firm delivers bespoke single-purpose machines (such as inspection robots, hose-stiffness testers, gesture-controlled installations, and autonomous vehicles) alongside licensable software libraries (e.g., Dehazing, libANP) and project-based engineering services where off-the-shelf solutions are unsuitable.
Is RCE systems a public or private company?
RCE systems is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was RCE systems founded?
RCE systems was founded in 2013. It employs 11 to 50 people.
Where is RCE systems based?
RCE systems is headquartered in Brno, Czechia, in the Europe region.
How does RCE systems make money?
Two revenue lines are on record. Custom Engineering Services are the primary driver. The others are software Library Licensing.
Does RCE systems have an API?
No public API is recorded for RCE systems.
What industry is RCE systems in?
RCE systems's product category is Custom Mechatronic Systems Engineering. Its primary akta.pro industry code is IMAGABAK, Control System Integration & Engineering Services (Design, Commissioning, Retrofits), with a secondary code of HDAAAIAK, Robot Software, Autonomy Stacks & Simulation (ROS, digital twins). Its NAICS code is 54151 and its SIC code is 7373.