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Clea: IoT Software Suite

  • Clea OS
  • Clea Portal
  • Clea Edgehog
  • Clea Astarte

Clea Vend

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  • COM-HPC
  • COM Express
  • SMARC
  • Qseven
  • Trizeps
  • Myon

AI-Optimized Hardware

Single Board Computer

  • Pico-ITX
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  • Embedded NUC
  • Other Form Factors

Embedded PCs

  • Fanless PCs
  • Industrial PCs

Human Machine Interface

  • Modular Vision
  • Flexy Vision
  • Other HMI Families

Payment Systems

  • Payment for OEMs
  • SECO for Vending
  • KarL4 Payment Terminal

Dev Kits, Carrier Boards and Accessories

Clea: IoT Software Suite
Clea OS Clea Portal Clea Edgehog Clea Astarte
Clea Vend
Computer on Module
COM-HPC COM Express SMARC Qseven Trizeps Myon
AI-Optimized Hardware
Single Board Computer
Pico-ITX 3.5" Embedded NUC Other Form Factors
Embedded PCs
Fanless PCs Industrial PCs
Human Machine Interface
Modular Vision Flexy Vision Other HMI Families
Payment systems
Payment for OEMs SECO for Vending KarL4 Payment Terminal
Developer- & Starter-Kits
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Edge Computing

Internet of Things

Artificial Intelligence

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System Integration

Lean Manufacturing

Software

  • Embedded Software

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Proof of Concept Standards & Adaptations Manufacturing
Software
Embedded Software
Custom Solutions System Integration
Industries

Transportation

  • On-board devices for subways
  • Control for passenger coaches

Industrial Automation

  • Climate control cabinets
  • Smart CNC machine
  • Food packaging

Medical & Laboratory

  • Blood analyser
  • ICU ventilator and monitor
  • HPV diagnostic device
  • Module for Rescue-Annie

Digital Signage

  • Advertising displays
  • RoomGuide for Meeting rooms

Smart Devices

  • Voting machine
  • Smart coffee machines
  • EMC analysis

Building & Security

  • MAS alarm server
  • Touchscreens for monitoring
  • Fire alarm control panels

Vending

  • The lantern of the modern age
  • Touchscreen for vending
  • Cocktail dispenser

Infrastructure

  • DWDM Multiplexers
  • Solution for outdoor use

Kitchen Equipment

  • Control unit for steam cookers
Transportation
On-board devices for subways Control for passenger coaches
Industrial automation
Climate control cabinets Smart CNC machine Food packaging
Medical & Laboratory
Blood analyser ICU ventilator and monitor HPV diagnostic device Module for Rescue-Annie
Digital Signage
Advertising displays RoomGuide for Meeting rooms
Smart Devices
Voting machine Smart coffee machines EMC analysis
Building & Security
MAS alarm server Touchscreens for monitoring Fire alarm control panels
Vending machine
The lantern of the modern age Touchscreen for vending Cocktail dispenser
Infrastructure
DWDM Multiplexers Solution for outdoor use
Kitchen Equipment
Control unit for steam cookers
Resources

Software Resources

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Useful links

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  • Whitepapers
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RED Compliance & IoT Security Whitepapers SECO - Wiki Clea - GitHub Clea on Google Marketplace Support/RMA
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Tech Trends Blog

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Tech Trend Blog

Discover our content on the most innovative technological topics covered by industry experts.

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AI Edge Computing Industries IoT Clea Use Cases Whitepapers All contents
Image-19947

No-Cost Medical Devices? Here’s How SECO Makes It Work

SECO's Clea platform transforms medical device access! Clinics get no-cost equipment, paying only for therapies delivered. Manufacturers gain…
RED compliance with clea

RED Compliance and Beyond: Ensuring IoT Security While Driving Servitization with Clea

New EU regulations for IoT devices: Starting August 2025, radio equipment connected to the internet must meet strict cybersecurity requirements (RED…
Whitepaper Smart Gateway

A Smarter Gateway for Industrial Environments, Retrofitting, and New Smart Infrastructure

Discover how SECO’s modular industrial gateway balances performance, scalability, and cost-perfectly suited for Industry 4.0 optimization. Download…
Image-19890

Accelerating HMI Development from Prototype to Production

HMI designers face increasing pressure to deliver sophisticated solutions faster than ever before. This article examines how the new SECO Pi Vision…
AI Acceleration for AOI systems

Hardware-based AI Acceleration for AOI systems

Today’s modern production environments face the challenge of digitizing various manual processes. This is the only way to remain competitive and…
7 Years of Astarte

April 2025: 7 Years of Astarte. Retrospective and Future Development.

In 2018, Astarte set out to change the way businesses harness IoT data.
Rethinking industrial HMI

Rethinking Industrial HMI: How Modular Architecture Gives You a Competitive Edge

Discover how SECO’s Modular Vision platform transforms traditional HMI development - and why it could be the key to faster time-to-market and product…
Embedded Payment Solution

Embedded Payment Solution for Future Proof Platforms

Traditional embedded payment systems require two separate components: one for the user interface and another for payment processing. This article…
Age verification at vending

Age verification at vending machines: sell efficiently and securely with KarL4 from SECO

Discover age verification with KarL4 from SECO. Fast, secure & user-friendly vending machines.
Image-18478

Unlocking IoT Potential: Key Trends and Strategies for 2025

Discover how IoT will reshape industries in 2025 and beyond - download our white paper for strategic insights and best practices.
Image-18486

Simplifying AOI: Why Your HMI Should Handle Quality Control

Modular Vision MX8M-Plus: using an NPU for machine learning in an HMI. Suggested use case: HMI on an industrial automation machine. a camera…
Image-18485

The New AI Architecture: Combining Edge, Fog, and Cloud Computing

While artificial intelligence is often associated with cloud computing, more and more AI workloads are migrating to local devices - a phenomenon known…
Potential with Generative AI

Unlocking Industrial Potential with Generative AI at the Edge

SECO integrates generative AI with edge computing, enhancing industrial efficiency and security. Their hardware and Clea IoT stack enable real-time…
Vending machine agriculture

A day in the life of a vending machine operator in agriculture

Automated, digital and customer-friendly: SECO technologies optimise Emma's farm shop.
Image-17074

A day in the life of a 24/7 vending machine shop operator

Smart management and modern technology turn Annette and Sebastian's vending machines into profit generators - around the clock, at every location.
Linux deployment with CleaOS

Accelerating Embedded Linux Deployment with Clea OS

Want to deploy embedded Linux systems faster? You’re not alone. Linux has become the go-to OS for modern IoT and industrial computing applications…
Yocto project for developers

Introduction to Yocto Project for IoT Edge Device Developers

Developing Linux-based operating systems for IoT edge devices demands flexibility, security, and scalability. The Yocto Project, a powerful…
RTOS vs. Embedded Linux

RTOS vs. Embedded Linux: A Decision Guide

The boundary between Real-Time Operating Systems (RTOS) and Embedded Linux has blurred. Embedded systems designers often face a nuanced choice, where…
Zephyr Clea-Edgehog

Zephyr + Clea Edgehog: Enterprise-Grade Device Management on Lightweight Systems

IoT deployments are scaling beyond traditional management, requiring advanced solutions like Zephyr RTOS and Clea Edgehog. They offer secure OTA…
A day in life of cigarettes and vape-operator

A day in the life of a cigarette and vape machine operator - Part 2

A favorite in the nightlife district: How innovative age verification enriches cigarette vending machines with modern convenience.
Zephyr and Clea Astarte

Zephyr + Clea Astarte: Advanced Data Orchestration Comes to Microcontrollers

Modern microcontroller unit (MCU) deployments face a critical challenge: the need to move beyond simple data collection to implement sophisticated…
Vending tools for data-driven business

Vending machines: Tools for a data-driven business

SECO is transforming the vending machine sector with advanced IoT solutions that optimize operational efficiency and introduce new opportunities for…
Zephyr IoT Edge Development

Zephyr: A Powerful Foundation for IoT Edge Development

Zephyr RTOS is ideal for IoT edge devices, offering real-time performance, scalability, protocol support, and security. It enables efficient, secure,…
Life of a Vending Machine Operator

A Day in the Life of a Vending Machine Operator

How modern technology is revolutionizing Christoph's everyday life: using telemetry and card terminals to create efficient snack vending machines.
Unlock the power of AI-Driven discoveries

Unlock the Power of AI-Driven Discoveries: 2024 Nobel Prize Insights

AI is revolutionizing science, as shown by the 2024 Nobel Prizes, with machine learning and protein folding breakthroughs.
Electrification for a Sustainable Future

Electrification for a Sustainable Future: OEMs and Integrators Driving the Transition

Electrification via renewables and tech, smart solutions, and SECO's Clea suite drive sustainable, electric-powered futures.
Future of IoT with AI

Exploring the Future of IoT with AI Accelerators

Explore AI accelerators in IoT, enhancing data processing and real-time decisions across industries. Download our white paper.
girocard at vending machine

girocard at vending machines: more customers, lower costs!

girocard leads in Germany for low fees, but non-co-badge cards face issues at terminals supporting only Visa/Mastercard.
How to transform your enterprise with IOT

Discover Clea: SECO's Comprehensive IoT Technology Stack

Explore Clea by SECO: Simplify IoT management with secure, flexible solutions for devices, data, and cloud integration.
evolution of ai accelerators

The Evolution of AI Accelerators: From CPUs to NPUs

As AI demands grew, CPUs gave way to GPUs for faster processing, but their inefficiency led to the rise of Neural Processing Units (NPUs). These…
Age verification for german market

Age Verification at Vending Machines: A Modern Necessity for the German Market

Germany's rise in vending machines and 24-hour shops meets urban convenience demands, with advanced age verification enhancing security and customer…
Evolution of the CPU Market

Convergent Evolution of the CPU Market

This article delves into the current landscape of CPU architectures, categorizing them into two main groups: Reduced Instruction Set Computer (RISC)…
AI Buzzword Trap

The AI Buzzword Trap: Why Branding Everything as AI Is Dangerous

In today's tech landscape, it seems like everyone is making AI technologies. The term "Artificial Intelligence" has become a buzzword many companies…
Productguide SOM SMARC Genio700

High Performance Meets Low Power with SECO SOM-SMARC-Genio Modules

SECO’s SOM-SMARC-Genio Modules offer high performance and low power, solving embedded system challenges with MediaTek’s Genio processors.
IoT networking communication models

IoT Networking: Communication Models, Protocols & Messaging Systems

The IoT is all about data communications, even at the application layer. This post explores three key concepts that make seamless data flow possible…
IoT data infrastructure

IoT Data Infrastructure: Data Types, Pipelines & Databases

As IoT deployments grow in complexity and scale, efficient data management becomes increasingly important. This post explores three key aspects of IoT…
Optimizing smart grids

Optimizing Smart Grids through efficient data management

Optimizing smart grids requires efficient data management, made possible thanks to powerful industrial systems and processors that come with high…
Cloud applications overview

Cloud Applications: A Quick Overview of Front-End Experiences

While IoT devices sit in the background collecting data, cloud applications provide the front-end experience where businesses can extract value from…
Why choose Intel Atom processor

Why Choose Intel Atom Processor-Powered SOMs for Your IoT Edge Applications

IoT edge applications need more performance than ever—but that’s just the beginning. Sophisticated AI, graphics, and networking are all becoming…
Edge software

Edge Software: Unpacking Its Role in IoT Technology Stacks

As IoT systems become ever-more complex, edge software is being called on to perform many new duties. This blog explores three critical aspects of IoT…
IoT foundation

IoT Foundations: An Introduction to Edge Hardware

Want to learn how an Internet of Things (IoT) technology stack is built?
Astarte open-source IoT solution

Astarte: the open-source IoT solution for automated, scalable and secure data management

Astarte: the open-source IoT solution for automated, scalable and secure data management, now on Google Cloud Marketplace.
Report automation

Is your production truly automated? Discover the missing link to full automation

Are your production processes truly automated, or are you still relying on outdated methods that hinder efficiency and scalability?
Titan 300 TGL

Bringing Superior Performance and AI Acceleration to Edge Computing

More and more edge platforms feature processors with built-in AI capabilities. These processors have many benefits, but for some applications, their…
Industrial data fusion

Industrial data fusion: How to collect, orchestrate, and analyze data at scale

Are data logging challenges slowing down your industrial operations? Struggling to effectively collect, orchestrate, and analyze vast amounts of data…
Product guide SOM

Elevate Your Tech Game: SECO’s Modules Equipped with 13th Gen Intel® Core™ Processors

Upgrade your IoT with SECO's advanced modules for real-time AI, overcoming inefficiencies and staying ahead in innovation.
Clea as extending solution

When IoT solutions developed in-house reach their limits

1 What is not recognized Many companies will be familiar with this approach to implementing digital transformation in their own company: they develop…
Transformation in the factory

Transforming the production ground into a data driven space

In this article, we will explore together what it takes to shift from a place of lack of knowledge to a data-driven company where every decision is…
Astarte Google Cloud

Revolutionise IoT Development with Astarte on Google Cloud Marketplace

Welcome to the future of IoT data orchestration and AI integration! Astarte, now available on the Google Cloud Marketplace, offers a complete platform…
PCB design

Streamlining the PCB Design Process with SECO

6 Reasons to choose SECO for your PCB Design & Hardware Validation
AI and TNS

AI, TSN, and More: 13th Gen Intel Core Processors

The 13th Gen Intel Core processors - also known as Raptor Lake - have a feature you might not know about: the Intel Gaussian & Neural Accelerator…
Energy efficiengy for AI and Graphics

Energy-Efficient Performance for AI and Graphics

From smart cities to industrial automation, nearly every application space is clamouring for fast, efficient computing solutions. Take the modern…
Cyber Security Regulation

Cyber Security Regulation: essential guide to data protection and privacy

European and national Cyber Security legislation is a guide for data protection and privacy. Let's take a look at the standards that ensure secure…
computer-on-modules for computer

Computers on modules for computer systems: The most reliable and innovative products

The small size of Computers on Modules does not compromise their power or versatility, achieved using advanced processors and dedicated GPUs. The…
Importance of ESG

The importance of ESG criteria in corporate decision-making

ESG criteria are becoming increasingly important in the decision-making processes of companies. Let's take a look at why and how IoT platforms can…
Embedded Computers

Embedded computers: Hidden power at the service of business

Embedded computers play essential roles as part of larger systems, helping to make processes in factories and companies smarter and more efficient.
Smart Display

Smart Solutions for Smart Displays

Digital displays are finding their way into all kinds of cost- and power-sensitive applications, from restaurant menu boards to battery-powered…
Automating Mass Production

Automating Mass Production with Industrial Edge Computing

Thanks to the Industrial Internet of Things (IIoT), manufacturers have gained unprecedented visibility into their operations. This access to data has…
Finding the Sweet Spot

Finding the Sweet Spot: How OEMs Can Achieve Product Differentiation with Off-the-Shelf Modules

In the fast-paced world of embedded systems, OEMs and system integrators face a seemingly binary choice: speed to market vs. differentiation.…
Clea Software Suite

How an adaptable IoT infrastructure accelerates deployment of OEM solutions

OEMs and systems integrators deploying Internet of Things (IoT) infrastructure face a delicate balancing act. On one hand, customers want…
OEM Module

Rewriting the OEM value proposition: The module approach to programmable hardware

In the fast-moving world of edge computing, the benefits of flexible hardware are manifold. When OEMs and system integrators can customize and…
Case Study Vending

Clea's IoT platform modularity facilitates highly scalable Vending machine fleets

In this success story, you will learn how Clea enabled a customer to build an IoT infrastructure for their new product line and how Clea's flexible…
Edge Computing, IoT und KI

SECO presents future-oriented technologies at embedded world 2024

Discover the latest innovations in edge computing, IoT and AI for industrial digitalisation.
Revenue with servitization

From products to services: how OEMs build revenue with servitization

In the era of product interconnectivity, advanced data management, and cloud-powered analytics, businesses are exploring multiple strategies to foster…
Generative AI with StudioX

Why choose Generative AI for enterprises?

Uncovering the potential of a transformative technology
Image-5863

Maximizing manufacturing efficiency and productivity with MQTT

In a smart factory enabled by Industry 4.0 and IIoT, data collection on assets and operations and real-time analytics allow enterprises to attain…
Expanding ai capabilitie

Expanding AI's Capabilities Beyond the Cloud with Edge AI

What does Edge AI mean in the context of Industrial IoT Ecosystems?
IoT Beginners Guide

IoT platforms: a beginner’s guide

Enterprises in any industry are increasingly integrating a broad range of IoT endpoints to access and efficiently manage the physical assets relevant…
Cyber Resilience Act

Getting Ready for EU Cybersecurity Resilience Act (CRA)

In today’s digital age, the rise of cybercrime poses a significant threat to both individuals and societies. The European Union has recognized the…
Middleware in complex networks

How middleware can connect complex networks

Since its inception, the Internet of Things (IoT) has made significant progress, transforming industries and daily life through the connection of…
AI and CV EV charging stations

AI and CV Power Up the EV Charging Station Boom

As electric vehicle adoption is on the rise, the need for more charging stations is crucial. Owners clamour for infrastructure expansion, governments…
15 years of Qseven

Celebrating 15 years of Qseven®: a journey into the history of embedded innovation

Looking back over the years, the progress of technology and the speed with which change has swept through our industry are impressive. It has only…
Advantages of CLEA AI

Human Machine Interface: the advantages of Clea AI for Industrial Automation

With HMI, which stands for “Human Machine Interface,” we refer to the hardware and software technologies that enable interaction between humans and…
Modular Machine Vision

Modular Machine Vision for the Industrial Edge

Discover our next generation CALLISTO COM Express module.
Improves industrial plant efficiency

Data-driven approach and industry: how and why it improves industrial plant efficiency

For an organization, adopting a data-driven approach means making decisions based on its data and information. In other words, it is about using the…
Maintenance with AI and IIoT

Why industrial machinery maintenance is more efficient with AI and IIoT

To ensure an efficient and continuous production cycle, as required by the growing demands of the global market, proper maintenance of industrial…
How an OEM envolves

Industrial innovation, how an OEM evolves thanks to AI and IIOT

In the face of increasingly complex challenges for their business models, today’s Original Equipment Manufacturers (OEMs) need to leverage…
Experience at the edge

Secure and standards-based edge experience with ASTRID 3.5" SBC

With the ASTRID 3.5" SBC, based on NXP i.MX 8M Mini microprocessors, SECO joins the Arm Project Cassini, whose goal is to create a secure Arm Edge…
IoT Data Orchestration

IoT data orchestration: accelerating the digital transformation with data analysis

Today, all companies collect a large quantity of data of various kinds, relating to operational processes, business movements, market situations, or…
Edge AI software for charging stations

Edge AI software: a practical solution to optimize EV charging station management, increasing revenue

The Edge AI world is highly varied and constantly evolving with numerous applications, whereby the optimized management of electric vehicle charging…
AI and Digital Signage for Vending

AI and Digital Signage for Vending Machines

In recent years AI-based equipment and IoT systems for Digital Signage and Vending Machines have evolved rapidly. We'll soon interact with intelligent…
CLEA Infrastructur

The modern infrastructure alternative to Google IoT Core: open, scalable, and future proof

As the Internet of things (IoT) continues its relentless growth with more and more businesses embarking on a digital transformation path, Google’s…
CLEA machine learning

With Clea, machine learning algorithms are at the service of vending

Machine learning algorithms, Artificial Intelligence and IoT devices: the recipe for innovating the vending industry is a concentration of hi-tech,…
Generation of a Bit-Stream

In-Silico generation of random bit streams

I flip a coin: heads. I throw it a second time: heads. And then again: heads, tails, tails, tails, heads, tails…. If the coin is not rigged, I cannot…
OEM data-driven solutions

OEM data-driven solutions: how data culture changes new generation devices

Building a data culture is one of the most important keys to creating a data-driven organization. On the other hand, it is a fact that truly…
Edge Computing

Edge computing, AI and cloud: improve production data collection to develop an intelligent factory

Production data collection must lead to the development of a more efficient and sustainable factory in which Artificial Intelligence (AI), IoT and a…
AI for healthcare

Edge AI for healthcare: Four privacy-proof applications

There are many benefits that AI ​​edge brings to Healthcare. Its characteristics have a positive effect on the management and processing of data…
Smart device

Smart device for production: 5 pieces of advice for choosing according to SECO

Deciding which smart devices are best suited to supporting connectivity between machines and systems means choosing between hardware and software…
talking about open innovation

Why are we still talking about Open Innovation? Isn't it a given?

Since 2003, the Open Innovation approach has been widely disseminated and analysed in the scientific and professional world of management, but its…
AI-Data

How edge AI data lets you revolutionize your business strategy

Using edge AI edge, you can bring computing capacity directly to the source, thereby reducing latency and the energy spent on moving most of the…
JULIET Pushes Performance

SECO COM Express® JULIET Pushes the Performance, I/O, and Network Bandwidth for Edge Applications

Enabled by the Intel® Xeon® D-1700 processor, the SECO JULIET COM Express® module delivers dense, server-class performance for embedded applications…
Open Innovation

The intriguing relationship between the pandemic and Open Innovation

The pandemic has produced enormous digital acceleration. Gartner estimates that the results usually achieved in 5 years were achieved in 2020 alone.…
IoT sensors

IoT sensors beyond the usual applications: the case of vending

We have been talking about technologies related to what we now call IoT sensors for several decades. However, the affirmation of the Internet of…
Accelerator

The physical and virtual places of innovation

There’s been a lot of talk about innovation in recent years: when you work on it, it’s your everyday life and everything is clear enough, but there’s…
Comfort zone

Provoking innovation and experimentation

Many think that promoting "real" innovation is a very satisfying, "cool" job. My friends are astounded when I tell them how long it takes to build a…
Data-Monetization

Data monetization: the 5 rules for extracting new value from your data

With data monetization - the monetization of data, which is the process of strategic analysis and practical implementation that allows you to use data…
Clea Big-Data

Big data monetization: take the first step with Clea

Big data monetization - literally, data monetization, which is the process of strategic analysis and practical implementation that allows you to use…
Edge Computing AI

Edge computing and AI, a winning pair: the pluses for data analysis

Cloud computing allows for significant cost-cutting in terms of data centres, providing access to resources for storage and calculating capacity that…
Solution Brief

Deliver Superior Performance, Security, and Connectivity at the Edge

Engineered with 11th Gen Intel® Core™ vPro®, Intel® Xeon® W-11000E Series, and Intel® Celeron® processors, the SECO CHPC-D57-CSA COM-HPC® Client…
Data Driven Approach

Data-driven approach, what is it and why does it increase competitiveness

What is a data-driven approach? Adopting a data-driven approach means making strategic decisions based on data analysis and its correct…
Gartner Report

Gartner® Report: Market Guide for Edge Computing Solutions for Industrial IoT

SECO is pleased to announce that it has been named as a Representative Vendor for Edge Computing Vendors Focused on Industrial IoT in the Gartner…
Retrofitting by Design Thinking

Smart Retrofitting by Design Thinking applied to an Industry 4.0 migration process in a steel mill plant

Abstract: All the features and components of the Internet of Things and Industrial Internet of Things are driving the transition to Industry 4.0. New…
Machine lerning at the Edge

Machine Learning at the Edge: A few applicative cases of Novelty Detection on IIoT gateways

In the paper, we present the design and development of the Machine Learning (ML) modules for two case studies. In both cases, we developed an ML model…

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