Top AI tools for Embedded Systems Engineer

ObjectBox is a high-speed, offline-first database designed for on-device applications, including AI, mobile, and IoT. It features vector search capabilities and seamless data synchronization across devices and optional cloud integration.

• Freemium

Wavify is a platform for on-device speech AI, enabling software engineers to embed features like speech recognition and wake word detection into any software.

• Freemium
• From 150$

Bruinen Delta is a distributed SQLite database optimized for edge computing environments, enabling local data storage and synchronization for AI/ML workflows across devices, even with intermittent connectivity.

• Contact for Pricing

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

CLIKA provides an AI model compression engine to optimize models for speed, size, and hardware deployment, reducing memory footprint and enhancing performance.

• Freemium

ONNX Runtime is a production-grade AI engine designed to accelerate machine learning training and inferencing across various platforms and languages, supporting Generative AI and performance optimization.

• Free

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.

• Contact for Pricing

Blaize provides AI edge computing solutions, including hardware platforms and a code-free software suite, designed for efficient and flexible deployment of AI applications across various markets.

• Contact for Pricing

Fluent.ai provides unique speech-to-intent technology offering offline, noise-robust speech recognition that supports any language and accent.

• Contact for Pricing

CONTROLLINO AI generates Arduino code (C/MicroPython), answers product/service inquiries, and guides users through setup. Functions as an AI code generator and support agent for Arduino and CONTROLLINO.

• Freemium
• From 6$

Quadric provides a leading processor architecture, the Chimera GPNPU, optimized for on-device AI computing, delivering high ML inference performance and C++ code execution in a unified architecture.

• Contact for Pricing

LlamaEdge is a lightweight and fast local LLM runtime and API server, powered by Rust & WasmEdge, designed for creating cross-platform LLM agents and web services.

• Free

Subgraph Citadel is a security-focused operating system engineered for adversary resistant computing, offering users high levels of isolation, integrity, and tamper-resistance for hostile internet environments.

• Other

Qualcomm AI Hub is a comprehensive platform for deploying and optimizing AI models on Qualcomm devices, offering seamless integration with various runtimes and support for multiple industries including mobile, compute, automotive, and IoT.

• Contact for Pricing

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

GGML is a tensor library for machine learning, enabling large models and high performance on commodity hardware. It's designed for efficient on-device inference.

• Free

AutoTRAX DEX PCB Designer offers a powerful, all-in-one solution for integrated PCB and schematic design, simulation, and manufacturing, ensuring seamless workflows and design integrity for electronics development.

• Paid

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