Best IoT Development Tools - Page 4

Eurotech IoT Development Kits

The EDCK 4001 is a Development Kit for Everyware Cloud that provides a learning environment and a testbed for Industrial IoT applications.

FaircomEDGE

FairCom EDGE includes a full database, an MQTT broker, a transformation engine and replication capabilities. The FairCom EDGE MQTT broker is unlike traditional Industrial MQTT brokers because it does not require a separate, third-party database for persistence and data integration. It automatically parses, transforms and persists MQTT messages to its underlying database. The FairCom EDGE transformation engine makes it possible to ingest messages from a wide variety of formats such as MQTT, OPC, MODBUS, ThingWorx, JSON, REST, SQL. The engine can then output in any combination of these formats. Failover, high-availability and redundancy is supported through the available replication support.

Gear Studio

Cloud Studio is a cloud-based IoT application platform designed to facilitate the control, monitoring, and automation of commercial and industrial installations. This innovative solution allows users to manage their operations seamlessly from a single device, streamlining processes and enhancing efficiency across various sectors. By leveraging the power of the Internet of Things (IoT), Cloud Studio provides a robust framework for businesses to optimize their workflows and improve overall productivity. Targeted primarily at businesses in commercial and industrial sectors, Cloud Studio caters to a diverse audience that includes facility managers, operations teams, and IT professionals. These users often face challenges related to managing multiple systems and devices, which can lead to inefficiencies and increased operational costs. Cloud Studio addresses these challenges by offering a unified platform that consolidates control and monitoring functions, enabling users to gain real-time insights into their operations and make informed decisions. One of the key features of Cloud Studio is its ability to integrate with various devices and systems, allowing for a comprehensive view of all operational aspects. Users can monitor equipment performance, track energy consumption, and automate routine tasks, all from a centralized dashboard. This level of integration not only simplifies management but also enhances the ability to identify potential issues before they escalate, ultimately reducing downtime and maintenance costs. Additionally, Cloud Studio supports customizable automation workflows, enabling users to tailor the platform to their specific needs. This flexibility allows businesses to implement solutions that align with their unique operational requirements, whether it be scheduling maintenance tasks, adjusting environmental controls, or optimizing resource allocation. The platform’s user-friendly interface ensures that even those with limited technical expertise can navigate and utilize its features effectively. In summary, Cloud Studio stands out in the IoT application platform category by offering a comprehensive solution that combines control, monitoring, and automation in one accessible platform. Its ability to integrate with existing systems, coupled with customizable features, makes it a valuable tool for businesses looking to enhance their operational efficiency and reduce costs. By providing real-time insights and automation capabilities, Cloud Studio empowers users to take charge of their installations and drive continuous improvement across their operations.

Iven

Iven provides IoT Platform that was specifically designed for connected products across multiple vertical markets. Iven is an IoT enabler company that offers an easy, rapid & affordable IoT Platform for the companies that are seeking for IoT solutions.

Leverege

The Leverege IoT Platform provides you with the tools you need to quickly build tailored solutions and then deploy them to production.

macchina

macchina.io is an open source software toolkit for quickly building embedded applications for the Internet of Things that run on Linux-based devices like the Raspberry Pi, Beaglebone, RED Brick or Galileo/Edison.

Mainflux

Mainflux is a secure, scalable, open-source IoT platform written in Go and deployed in Docker.

Average Rating: 4.5/5.0

Total Reviews: 1

MOBILINQ - IoT platform

MOBILINQ - IoT platform, helps in gaining vertical solutions capabilities and maximize IoT revenue streams from an integrated, accessible, and easy to activate global enterprise and consumer IoT services ecosystem. We offer service-based billing tailored to meet the needs of your IoT operations, accounting not only for connectivity but also for devices, applications, and bundled IoT services with API orchestration for a secure and comprehensive interface for enterprise and developer access to deliver IoT services and unified experience across the globe.

Average Rating: 5.0/5.0

Total Reviews: 1

Peridio

Peridio helps IoT and embedded device companies manage software deployment with optimized reference platforms, adaptable integrations, binary management and software distribution, device access and observability, and operational safety and security.

Qt

Read more about our product here: https://www.qt.io/product Programming should be fast, easy and fun. That’s why we have been focusing on improving software development for the last 25 years, and with the amount of applications and devices growing every day, efficiency has become more important than ever. Qt has everything you need to quickly and cost-effectively design, develop, test, deploy and maintain your software for any project. Focus on creating the best user experiences instead of coding what’s already been coded for you. Qt Group (Nasdaq Helsinki: QTCOM) is a global software company with a strong presence in more than 70 industries and is the leading independent technology behind millions of devices and applications. Qt is used by major global companies and developers worldwide, and the technology enables its customers to deliver exceptional user experiences and advance their digital transformation initiatives. Qt achieves this through its cross-platform software framework for the development of apps and devices, under both commercial and open source licenses.

Average Rating: 4.3/5.0

Total Reviews: 53

Rayven

What is Rayven? Rayven is an operational software platform that delivers an AI data fabric - connecting every system, data source, and data stream across a business into a single managed environment, then letting teams build custom apps, AI agents, workflow automations, dashboards, and MCP servers for direct AI model connectivity on top. It is the platform for organisations that need to act on operational data in real-time, deploy AI that actually works in production + build software that fits the way their business operates - without replacing existing systems or waiting 18 months for results. The Problem Rayven Solves Most organisations already have the systems and data they need. The challenge is fragmentation. ERP systems, SCADA platforms, IoT devices, databases, cloud tools, and files all generate valuable data - but it sits in silos, impossible to act on in real-time. The result: manual reporting, disconnected workflows, and AI projects that fail before reaching production. Industry research shows 95% of AI projects never ship - most because the underlying data layer is not clean, connected, or ready. Rayven builds that foundation first, then activates it. The Rayven Platform Rayven operates across five unified layers, delivered as a single managed environment: - Integration: More than 600 pre-built connectors pull data from IT, OT, IoT, files, APIs, databases, and data streams - bidirectionally, in real-time. Connects industrial protocols (OPC UA, Modbus, MQTT, BACnet) alongside cloud platforms, business systems, and proprietary tools. - Data: All connected data lands in a single managed platform - structured, governed + AI-ready. Real-time processing, ETL pipelines, data lakes, and AI model training handled in one place. - Execution: Automation rules, predictive models + agentic AI run directly on live operational data. Rules-based logic, machine learning, and goal-seeking autonomous agents all operate in one execution environment. - Presentation: Custom apps, dashboards, portals, conversational interfaces, and mobile applications deployed from the same platform - built for specific workflows, not generic reporting. - Security, Governance + Hosting: Role-based access control, data lineage, audit trails, AES-256 encryption, data residency controls, and enterprise-grade infrastructure - included as standard. AI Capabilities Rayven includes ten native AI capabilities built directly into the platform: 1. Custom AI agents (goal-seeking, action-taking) 2. Predictive analytics and machine learning 3. Conversational analytics 4. Real-time and continuous model training 5. AI-led workflow automation 6. Multimodal processing (documents, video, images, audio) 7. Anomaly and risk detection 8. Forecasting and optimisation 9. Vision and edge AI inference 10. Generative operational summaries MCP server support enables direct connectivity for AI models including Claude, GPT, and others. What Gets Built Rayven customers build and deploy: - Custom operational apps and field applications. - AI agents that monitor conditions, detect anomalies + take corrective action autonomously. - Predictive maintenance and performance models running on live plant data. - Real-time dashboards and executive reporting tools. - Workflow automations spanning IT and OT systems. - Customer and partner portals. - Data pipelines and integration layers. - White-label software products delivered under partner brands. Key Differentiators vs. Point solutions (Zapier, MuleSoft, Power BI, DataRobot): point solutions do one thing well but force teams to stitch together five separate tools to cover integration, data, AI, presentation, and governance. Rayven replaces the stack. vs. Traditional enterprise platforms (SAP, Oracle, Palantir): enterprise platforms take 12-18 months and seven figures to implement. Rayven deploys in two to 12 weeks at fixed scope and fixed price. vs. Low-code app builders (Mendix, OutSystems): app builders handle the presentation layer but do not solve the underlying data and integration problem. Rayven covers the full stack. Technology Compatibility Rayven is fully technology-agnostic and works alongside existing systems: - Cloud platforms: Microsoft Azure, Google Cloud + AWS - Business systems: SAP, Salesforce, Oracle, and Microsoft 365 - OT platforms: Siemens, Rockwell, Schneider Electric, and Ignition - Industrial protocols: OPC UA, Modbus, MQTT, BACnet, and EtherNet/IP - IoT devices: any device with a data output - Custom and proprietary systems via API, webhook, or direct connector Nothing needs to be replaced. Every existing investment is preserved. Who Uses Rayven Rayven serves businesses from growth-stage to large enterprise across 24+ industries globally - manufacturing, mining, construction, infrastructure, logistics, utilities, financial services, healthcare, agriculture, government, and more. Customers across Australia, Europe, North America, South America, and Africa. Named customers include Anglo American, Fulton Hogan, Glencore, Vodafone, NSW Ports, CSIRO, Collective Intelligence, Ramjack, and AngloGold Ashanti. Delivery Options - DIY: Full platform access. Internal teams build and deploy independently. - Done-For-You: Australia-based delivery team. Fixed scope, fixed price, two to 12 weeks from brief to go-live. - Hybrid: Guided delivery first, with the customer's team taking increasing ownership over time. By the Numbers - More than 600 pre-built connectors. - Ten native AI capabilities. - More than 240 deployments live globally. - Rated 5/5 across more than 140 independent reviews. - Deploys 66% faster than traditional development. - Two to 12 weeks to first working solution. - Rayven exists to close the gap: 95% of AI projects never reach production (industry average).

Average Rating: 4.9/5.0

Total Reviews: 29

SysSCRIPT IoT Scripting

SysSCRIPT is a beginner-friendly scripting solution that anyone can use for Machine To Machine applications or the Internet of Things.

WolkAbout IoT Platform

WolkAbout IoT Platform is the "heart and brain" of an IoT solution which integrates any device, transforms real-time readings into meaningful data and combines different devices and services into a complete IoT solution.

Zoho IoT

Zoho IoT is a flexible, low-code IoT platform that enables businesses to build and scale various IoT solutions on a single, unified platform like Industrial IoT (IIoT),Smart Buildings, Fleet Management, Energy Monitoring, Asset Tracking, Utilities Monitoring, and Connected Infrastructure solutions. The platform allows organizations to connect, manage, and monitor diverse devices such as sensors, meters, machines, PLCs, gateways, vehicles, and edge devices using 40+ IoT and industrial protocols like MQTT, OPC-UA, Modbus, BACnet, SNMP, CoAP, and HTTPS. Zoho IoT transforms real-time device data into interactive dashboards, alerts, automation rules, and AI-powered insights. With its low-code application development capabilities, Zoho IoT helps teams quickly create custom IoT applications, digital twins, workflows, and analytics tailored to different use cases, whether it’s building automation, energy optimization, fleet tracking, predictive maintenance, or remote asset monitoring. Zoho IoT also supports edge computing, device lifecycle management, rule-based automation, and enterprise-grade security, and integrates seamlessly with the Zoho ecosystem (Zoho Analytics, Zoho CRM, Zoho Creator, Zoho Desk), enabling end-to-end IoT solutions, OT-IT integration, and data-driven operational excellence across industries.