Top AI tools for IoT Developer

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

Particle provides a comprehensive IoT platform with edge-to-cloud infrastructure for developing, deploying, and managing connected devices, featuring reliable connectivity, data automation, and fleet management tools.

• Freemium
• From 299$

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$

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

Nexa AI is an on-device Generative AI development platform enabling businesses and developers to build and deploy high-performance, optimized AI applications locally across any hardware.

• Contact for Pricing

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

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

EDGENeural.ai is an end-to-end platform that enables AI developers to train, optimize, and deploy deep learning models on edge devices, reducing development time from months to hours.

• Freemium

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$

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

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$

FieldTalk Modbus Driver provides a commercially supported Modbus protocol stack that simplifies industrial communication integration across multiple programming languages and platforms.

• Free Trial

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

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

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

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$

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

• 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

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

OmniPreSense provides short-range radar sensors for traffic monitoring, drones, robotics, and IoT systems, offering motion detection, speed, direction, and range information.

• 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

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

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

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

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

Gsertel provides professional measurement and monitoring equipment for broadcast TV/radio signal analysis and mobile 4G/5G network diagnosis, along with IoT solutions for infrastructure management in service areas.

• Contact for Pricing

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

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

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

• Free

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

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

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$

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

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

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

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

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$

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

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

• Free

MQTT Explorer is a comprehensive MQTT client designed to visualize topics and simplify working with IoT devices and services on your broker.

• 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$

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

• Other

Mender provides a complete over-the-air (OTA) update infrastructure for managing software on connected IoT devices at any scale, from startups to large enterprises.

• Freemium
• From 34$

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

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

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

Cylon.js is a next-generation JavaScript framework designed for robotics, physical computing, and IoT projects, supporting an extensive range of hardware platforms. It enables developers to easily control and program robots, devices, and physical systems through a unified interface.

• Free

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

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

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