Top AI tools for IoT Developer

Flespi is a comprehensive telematics and IoT platform that aggregates normalized data from diverse sources, manages devices over the air, enriches messages, and analyzes data in real-time via API.

• Freemium
• From 130$

macchina.io provides secure remote access solutions for IoT devices and a comprehensive SDK for building edge computing applications in C++ and JavaScript, trusted by leading companies worldwide.

• Freemium

Snips, an AI platform specializing in embedded voice recognition, has been acquired by Sonos.

• Other

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

Bytewax is a complete data processing solution offering a Python-native, stateful stream processor for building and deploying real-time data pipelines.

• Free

Estimote UWB Tags are programmable IoT devices using Ultra Wideband technology for inch-level precision location tracking, asset monitoring, and automation applications across various industries.

• Pay Once

Audiogum delivers AI-driven personalisation, content aggregation, and natural language understanding to enhance smart devices and user experiences.

• Free Trial

axTLS is a highly configurable TLSv1.2 library designed for platforms with limited resources, offering robust SSL encryption and a small memory footprint.

• Free

HiveMQ is an enterprise-grade MQTT platform that reliably streams real-time operational data from edge to cloud, contextualizes it for shared understanding, and powers AI-ready pipelines for industrial intelligence.

• Freemium
• From 249$

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

eXtremeDB is a high-performance in-memory and persistent database management system optimized for speed, reliability, and flexibility, ideal for embedded, IoT, HPC, and real-time applications.

• Contact for Pricing

NanoMQ is an ultra-lightweight, high-performance MQTT broker designed for IoT edge computing, offering full MQTT 5.0 compliance, multi-threading, and cross-platform compatibility.

• Free

Gurtam provides comprehensive IoT solutions for fleet tracking and management, offering real-time insights, robust reporting, and industry-tailored functionality to streamline operations and enhance fleet efficiency.

• Other

Bevywise provides a comprehensive suite of IoT Applications and Industry 4.0 solutions, including MQTT Broker, IoT Platform, Smart Factory tools, and MachineTwin AI, designed to enhance operational efficiency and drive business growth.

• Freemium

Soracom provides global multicarrier cellular connectivity and platform services for IoT deployments, combining cellular, cloud, and AI technologies to enable seamless connected experiences worldwide.

• Usage Based

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

Anyware Solutions offers retrofit IoT multi-sensor solutions for well-being monitoring and building analytics, enabling data-driven decisions for smarter living.

• Contact for Pricing

Devath is an innovative AI-powered smart home platform that enables developers to create and publish device applications without coding, featuring AI copilots and automated device management capabilities.

• Free

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

Daliworks offers an AIoT platform, Thingplus, that provides data integration management services to enhance operational efficiency and build intelligent business environments across various industries.

• Contact for Pricing

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

• Contact for Pricing

MagikKraft is an AI-powered platform that enables users to create, test, and deploy custom interaction recipes for programmable devices like drones, automated appliances, and self-driving vehicles.

• Contact for Pricing

AskSensors is a comprehensive cloud-based IoT platform designed to connect, monitor, and manage sensors and actuators while offering real-time data analytics and visualization. Its user-friendly interface simplifies IoT deployments for industries ranging from smart cities to healthcare.

• Freemium

Port Forward Network Utilities is a software suite that automates port forwarding to improve gaming connections, enable remote access to IoT devices, and optimize network performance by configuring routers automatically.

• Other

CloudMQTT was a hosted MQTT service that provided optimized lightweight communication for IoT devices, now discontinued and replaced by CloudAMQP with MQTT support through LavinMQ and RabbitMQ.

• Other

wolfSSL is a lightweight, portable, C-language-based SSL/TLS library for embedded systems, supporting TLS 1.3 and DTLS 1.3. It provides secure communication for applications, devices, and cloud environments.

• Other

Biomio is an all-in-one multi-factor authentication and identity verification platform that enables organizations to implement future-proof, frictionless identity management with password-optional capabilities.

• Contact for Pricing

Toobler offers Digital Twin consulting and application development services, specializing in real-time monitoring, predictive maintenance, and IoT solutions to optimize business operations.

• Contact for Pricing

Ecocee is a research-driven startup developing intelligent edge devices and AI solutions for real-world applications in various industries.

• Contact for Pricing

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$

InfiIoT is an advanced IoT development platform enabling users to connect devices, securely access data, monitor, analyze, predict, and act on insights using real-time dashboards and machine learning.

• Free Trial

VisualGDB is an AI-powered development tool that enables cross-platform programming for embedded firmware, Linux applications, and native Android code within Visual Studio.

• Other

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$

Linker Networks provides advanced Vision AI and Auto-Labeling platforms, helping businesses leverage machine learning from cloud to edge for applications like workplace safety and autonomous driving.

• Contact for Pricing

SZ1 provides industrial smart hardware solutions, including commercial tablets, POS terminals, kiosks, and face recognition devices, focusing on design, development, and mass production.

• Contact for Pricing

La Terminal is a native SSH client for iOS devices offering a secure, touch-optimized terminal experience with comprehensive features for command-line operations on iPhone, iPad, and Vision Pro.

• Paid

Riak offers distributed NoSQL databases including Riak KV for flexible key-value data models and Riak TS for IoT and time series data, providing unmatched resiliency, data accuracy, and massive scalability for enterprise applications.

• Other

Waylay is a low-code hyperautomation platform designed for enterprises to streamline workflow automation, system integration, and orchestration across diverse applications and connected assets.

• Contact for Pricing

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

• Free

IoT GURU Cloud provides a reliable cloud-based IoT backend service that enables users to connect devices, visualize data with real-time charts, and receive alerts through a flexible pricing model.

• Freemium
• From 1$

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

• Contact for Pricing

Bytebeam is an all-in-one IoT platform that provides device management, real-time monitoring, over-the-air updates, and remote diagnostics to accelerate product development and enhance user experience.

• Contact for Pricing

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

Sigfox, now part of UnaBiz, provides a global 0G network for low-power, low-cost IoT connectivity, enabling secure and energy-efficient device communication across industries.

• Paid

CrateDB is a unified data layer designed for real-time analytics, search, and AI applications. It enables users to ingest, query, and analyze diverse data types, including time-series, JSON, vectors, and relational data, at scale.

• Freemium
• From 173$

Actionhero is a modern Node.js API server framework that enables developers to build scalable REST APIs, real-time chat applications, and IoT solutions with built-in features like routing, tasks, and cluster support.

• Other

SEQUEmatic is an AI-powered home automation platform that creates sequences triggered by conditions like time, presence, and real-world events, integrating with smart devices through IFTTT and direct connections.

• Other

Mapify is a no-code platform that enables users to process real-time geospatial data, define business rules, and create interactive maps and applications for IoT and location-based solutions without coding.

• Free Trial

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

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$