Top AI tools for # embedded systems

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

• Freemium

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.

• 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.

• Contact for Pricing

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

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

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

• Contact for Pricing

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$

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$

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

• Contact for Pricing

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

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.

• Contact for Pricing

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

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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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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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$

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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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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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

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

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.

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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

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.

• Contact for Pricing