Top Edge Computing AI tools

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

Roboflow is a comprehensive computer vision platform that enables developers to create datasets, train models, and deploy AI applications at scale. Used by over 800,000 engineers, it offers end-to-end solutions for image annotation, model training, and deployment.

• Freemium
• From 249$

alwaysAI offers a comprehensive computer vision platform that provides real-time analytics and insights for various industries. It helps businesses automate processes, enhance operations, and improve ROI.

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Toolhouse is a complete cloud infrastructure platform that enables developers to equip LLMs with actions and knowledge using just 3 lines of code, offering a Tool Store for instant integration of AI capabilities.

• Freemium

Heex Technologies offers a Smart-Data Platform that efficiently extracts relevant data from autonomous systems, driving innovation and optimizing performance.

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Archetype AI develops Newton, a first-of-its-kind AI model that understands the physical world through multimodal sensor data and natural language. It offers a powerful platform for businesses and developers to solve real-world problems.

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Scoopika is an open-source toolkit for developers to build fast, reliable multimodal LLM-powered web applications with built-in features like error recovery, response streaming, and multimodal input handling.

• Freemium
• From 25$

IBM Research is a global organization dedicated to advancing the frontiers of information technology. Through focused research in areas like AI, quantum computing, and semiconductors, IBM Research drives innovation and creates the technologies of tomorrow.

• Other

VisualAgents is a serverless, zero-install, Progressive Web App that allows users to build powerful chatbots and AI agents. It offers a no-code platform for creating agentic workflows, ensuring data privacy and control.

• Free

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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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

Latent AI's Efficient Inference Platform (LEIP) is an enterprise AI solution that enables efficient development and deployment of machine learning models at the edge, reducing cloud dependency and operational costs.

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Picovoice is a platform for building voice-enabled applications with on-device voice AI and local LLMs, ensuring privacy, low latency, and efficiency.

• Freemium

SiMa.ai provides a Machine Learning System on Chip (MLSoC) designed for edge AI applications. This platform enables efficient deployment and scaling of machine learning solutions across various industries.

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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

Upstash is a serverless data platform offering Redis, Vector, QStash, and Workflow, providing highly available, infinitely scalable, and globally low-latency data solutions.

• Usage Based
• From 10$

Nexa AI provides private, cost-efficient, and reliable on-device AI solutions with Tiny Multimodal Models and seamless edge deployment capabilities for various devices and platforms.

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Chooch is a leading AI Vision platform that empowers cameras with human-like decision-making capabilities, enabling organizations to extract actionable insights from videos and images for smarter, safer, and more efficient operations.

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Myelin Foundry is a deep tech company that provides edge AI solutions for real-time processing of unstructured data, offering multimedia microservices and industry-specific applications with reduced costs and enhanced performance.

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GEMESYS develops a fully analog AI chip that brings both training and inferencing capabilities to edge devices, inspired by human brain architecture to overcome current computing bottlenecks.

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EyePop.ai is a platform that enables users to create and own custom AI-powered vision models without requiring machine learning expertise. It offers both pre-trained models and custom solutions starting at $99/month.

• Freemium
• From 99$

Tryolabs is an AI consulting partner that helps businesses leverage data to unlock tangible value through tailored AI and data solutions.

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Currux Vision develops autonomous AI systems for smart infrastructure, helping cities, DoTs, and government agencies monitor, optimize, and monetize complex infrastructure projects through edge computing and existing CCTV networks.

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deepsense.ai is a leading AI development company with 10 years of experience and 120 experts, specializing in delivering tailored AI solutions from LLMs and RAG to Computer Vision and Edge AI.

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Constellab offers customizable data labs for cloud, on-premises, and edge devices, with flexible pricing options for individuals, organizations, and academic users.

• Freemium

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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Liner is a free tool that enables users to train ML models easily without coding or machine learning expertise. It processes training data to produce easy-to-integrate ML models.

• Free

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.

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Rekor is an advanced AI-powered roadway intelligence platform that collects, connects, and analyzes mobility data to provide comprehensive traffic management, vehicle recognition, and public safety solutions.

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Wallaroo.AI provides a unified platform for deploying, managing, observing, and optimizing AI models in any environment, achieving faster time to value and reduced deployment costs.

• Paid
• From 500$

ZETIC.ai is a cutting-edge platform that enables companies to transform their AI operations to on-device processing, eliminating GPU cloud dependencies while delivering superior performance and cost savings.

• Free Trial

Sentiance is a leader in motion insights, using on-device AI technology to improve road safety and understand mobility behavior. Their platform helps businesses create scalable, cost-efficient, and privacy-centric solutions.

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Shield AI offers a comprehensive AI-powered developer platform, Hivemind, for rapid development, evaluation, testing, and deployment of autonomy in intelligent machines.

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Cloudflare Developers provides a serverless platform to create, deploy, and manage applications without infrastructure concerns. Leverage Workers, Pages, R2, and AI tools for comprehensive development solutions.

• Usage Based