Top AI tools for # embedded systems

Yaler provides secure web, SSH, or VNC access to embedded systems behind firewalls, NAT, or mobile networks, enabling hassle-free remote connectivity and integration with third-party services.

• Usage Based

aiMotive provides comprehensive AI-powered tooling and embedded solutions for developing and validating ADAS and automated driving software, enabling OEMs to accelerate development and reduce costs.

• Contact for Pricing

IIES is an ISO 9001:2015 certified EdTech institute offering comprehensive placement-oriented courses in embedded systems and IoT design and development with 100% hands-on technical training.

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LogicLab is a comprehensive PLC development environment supporting all five IEC 61131-3 programming languages, designed for industrial automation with native code generation, simulation capabilities, and deep customization options.

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Mako Server is a lightweight, efficient application server that combines a Lua web framework with built-in IoT protocols, databases, and security features for embedded devices and web hosting.

• Other

Superpowered provides high-performance C++ and JavaScript SDKs for audio, networking, and cryptographic applications, enabling developers to create interactive audio apps across multiple platforms with unified APIs.

• Contact for Pricing

FieldTalk Modbus Driver provides a commercially supported Modbus protocol stack that simplifies industrial communication integration across multiple programming languages and platforms.

• Free Trial

Serial Studio is a cross-platform data visualization application that provides real-time dashboards for monitoring embedded systems, IoT devices, and industrial automation networks through multiple communication protocols.

• Freemium
• From 10$

Olimex provides a comprehensive range of open-source hardware and software tools for electronics development, including single-board computers, IoT devices, and PCB manufacturing services.

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Particle provides a comprehensive IoT platform with edge-to-cloud infrastructure for developing, deploying, and managing connected devices, featuring reliable connectivity, data automation, and fleet management tools.

• Freemium
• From 299$

Electric UI provides software for engineers, researchers, and enthusiasts to create cross-platform user interfaces for realtime hardware visualization and control with high performance and low latency.

• Other

Mender provides a complete over-the-air (OTA) update infrastructure for managing software on connected IoT devices at any scale, from startups to large enterprises.

• Freemium
• From 34$

FairCom provides high-performance database solutions and industrial IoT platforms for data management, transformation, and legacy modernization, trusted by global brands.

• Other

SEGGER provides comprehensive development tools for embedded systems, including software libraries, IDEs, debug probes, and programming solutions trusted by developers worldwide.

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Mimer SQL is a modern, efficient, and secure relational database management system that runs on all modern platforms with outstanding performance and hardware security features.

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Pairwise is an AI-driven platform that connects businesses with specialized tech talent for embedded systems and network technology projects, offering low costs, quick onboarding, and full transparency.

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Perforce provides enterprise DevOps solutions including version control, test data management, and AI-powered DevOps intelligence to help businesses accelerate innovation while maintaining security and compliance.

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Quantum Leaps provides QP real-time event frameworks and QM model-based design tools for embedded systems, enabling developers to implement Active Objects and hierarchical state machines for improved software architecture and reliability.

• Other

Thomas Perl is a freelance software consultant based in Austria offering expertise in low-level C/C++/Linux development, embedded software, Python tooling, and web development.

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JEB Decompiler is a modular reverse engineering platform that decompiles and debugs binary code and obfuscated apps, supporting Android, Intel x86, ARM, MIPS, RISC-V, WebAssembly, Ethereum, and more.

• Other

Neonode develops high-precision embedded sensing solutions using AI-powered computer vision and infrared touch technologies for next-generation human-machine interaction in automotive and electronics.

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Visage Technologies is a leading provider of AI-driven computer vision solutions, specializing in face tracking, analysis, and recognition technology with over 20 years of experience serving 300+ clients worldwide.

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Neuton TinyML is a no-code automated platform that builds extremely compact neural networks for microcontrollers and sensors, enabling AI capabilities on edge devices with models as small as 5KB.

• Freemium

Acufore is a comprehensive engineering solutions provider offering mechanical, electronics, software development, and data analytics services with over a decade of experience serving 500+ clients globally.

• Contact for Pricing

Open Voice OS is an open-source voice AI platform that enables developers to create custom voice-controlled interfaces with NLP capabilities, focusing on privacy, security, and multi-platform compatibility.

• Free

A specialized AI-powered code generator for Arduino and ESP32 electronic boards that helps developers create error-free, compatible code through a guided 6-step process.

• Freemium

HANCE provides AI-powered audio enhancement solutions for hardware and software developers, offering real-time noise removal, echo removal, and stem separation.

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Hailo offers breakthrough AI processors designed for high-performance deep learning applications on edge devices, enabling generative AI, perception, and video enhancement.

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Edge Impulse is the leading edge AI development platform, accelerating the delivery of next-generation products and solutions by bringing intelligence to any edge device.

• Freemium
• From 400$

Aptos is a no-code MLOps toolchain designed to optimize and deploy machine learning models for low-power edge devices. It simplifies edge AI development and enhances model efficiency.

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Open Voice OS is an open-source voice AI platform that enables developers to create custom voice-controlled interfaces with privacy-focused features, NLP capabilities, and a customizable UI. It supports multiple platforms and devices, making it ideal for DIY smart speaker projects.

• Free

TG0 is a technology platform enabling designers and engineers to integrate touch-sensitive, pressure-mapping surfaces into products, creating intuitive and responsive user experiences.

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Ghostscript is a leading PDF conversion tool and SDK, offering advanced print and document management capabilities for multi-platform environments.

• Freemium

OpenQQuantify empowers engineers to design, simulate, and test electronics using advanced AI technologies, accelerating project development without coding expertise. The platform offers generative AI, digital twin simulations, model fine-tuning, and professional consulting for cutting-edge hardware innovation.

• Freemium

VLAB VDM provides industry-leading virtualization for embedded systems, offering configurable virtual environments for development, testing, and automation of embedded software across desktops, servers, and the cloud.

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Crank Software Storyboard empowers developers to build high-performance, visually appealing embedded GUIs with speed and efficiency. Its robust toolset streamlines GUI creation, testing, and deployment for diverse hardware platforms.

• Free Trial

Schimera provides freelance software development services specializing in rapid prototyping and Minimum Viable Product (MVP) development for mobile, web, desktop, and embedded systems.

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Balena provides a secure container-based technology stack for developing, deploying, managing, and scaling fleets of IoT Linux devices with support for 80+ device types.

• Freemium
• From 159$

TofuPilot is an AI-powered platform that provides real-time analytics and insights for hardware testing, helping teams improve test efficiency and quality through seamless integration with Python scripts and comprehensive data visualization.

• Freemium
• From 50$

Coralbits provides custom embedded Linux software solutions with web access and HTML5 interfaces for hardware management and control across devices.

• Contact for Pricing