Top AI tools for # Edge Computing

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

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

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

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$

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

• Contact for Pricing

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

• 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

Oosto provides Vision AI technology for real-time video analytics, offering accurate person of interest alerting, body and behavior intelligence to enhance security, safety, and operational efficiency.

• Contact for Pricing

Neuron Soundware utilizes AI, IoT, and Edge Computing to optimize industrial processes through predictive maintenance, quality control, and machine monitoring.

• Contact for Pricing

CTERA offers a hybrid cloud data platform providing cyber-resilient enterprise file services from edge to core to cloud. It features AI-driven data intelligence and ransomware protection for secure, accessible, and compliant file management.

• Contact for Pricing

Flower AI is a unified framework facilitating federated learning, analytics, and evaluation across various workloads, ML frameworks, and languages.

• Free

RDFox is a high-performance knowledge graph database and semantic reasoning engine designed for complex AI applications requiring accuracy and explainability.

• Freemium

Fly.io offers a platform for deploying and running applications globally using hardware-virtualized containers called Fly Machines. It provides features for quick booting, scaling to zero, user-specific routing, persistent storage, and integration with LLM workflows.

• Usage Based

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

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

Yao is a free, open-source application engine enabling developers to build web apps, REST APIs, and business solutions faster with integrated AI code generation and development tools.

• Free

Crynux provides a decentralized, permissionless network for Edge AI, offering scalable AI model services like inference and training via API, secured by blockchain technology.

• Usage Based

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

bunny.net provides a comprehensive edge platform that combines a global CDN, streaming, storage, security, and optimization to deliver exceptional speed, scalability, and protection for websites and online applications.

• Usage Based
• From 1$

VisionPlatform.ai enables rapid deployment of AI-powered video analytics using your existing cameras, offering customizable computer vision solutions for security, safety, and operations.

• Freemium

Trustgrid provides seamless, secure cloud-to-edge networking solutions, enabling SaaS providers to connect their applications to customer environments with minimal on-premises IT involvement. Its platform automates network management, enhances security, and accelerates deployment for modern hybrid architectures.

• Freemium
• From 1995$

OpenNebula offers an open-source platform designed to simplify and orchestrate enterprise cloud infrastructure, enabling management of private, hybrid, and edge cloud environments from a single interface.

• Freemium

RingLink is a mesh network platform integrating AI-powered routing for secure, global device connectivity and private access, ideal for teams and IT infrastructure management.

• Freemium
• From 10$

Endian Secure Digital Platform provides flexible solutions to protect critical infrastructure, manufacturing, and business operations with advanced network security, centralized management, and robust compliance tools.

• Contact for Pricing

Belsterns offers purpose-built AI agents that operate offline on traditional CPUs with low RAM, ensuring privacy, sustainability, and cost savings. The solution is ideal for users seeking local, secure, and efficient AI operations without relying on high-power hardware or cloud services.

• Contact for Pricing

PubNub empowers developers to create scalable, real-time applications with advanced AI features, low-latency messaging, and global infrastructure. The platform supports interactive use cases across chat, IoT, live analytics, and in-app engagement for industries worldwide.

• Freemium
• From 98$

Airlinq delivers an enterprise-grade cloud and edge platform to manage large-scale connected applications for smart mobility, automotive, and IoT ecosystems.

• Contact for Pricing

MacStadium provides secure, scalable cloud infrastructure built on genuine Apple hardware, enabling enterprises to accelerate app development, deliver remote macOS desktops, and run AI workloads with SaaS simplicity.

• Contact for Pricing

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.

• 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$

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.

• Contact for Pricing

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.

• Contact for Pricing

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$

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

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

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.

• Contact for Pricing

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.

• Contact for Pricing

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.

• Contact for Pricing

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

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

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

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$

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

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.

• Contact for Pricing

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

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.

• Contact for Pricing

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

• Contact for Pricing

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.

• Contact for Pricing

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

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$