Total Products under this Category: 191
Last updated: November 01, 2026
Why You Can Trust G2's Software Rankings:
G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.
Highlighted products: Ignition, Pelion IoT Connectivity, Insights Hub, Geotab, Augury, HiveMQ, TRACTIAN, and AWS IoT SiteWise.
Underlying data: [Grid® JSON](https://www.g2.com/categories/industrial-iot/grids.json?focus%5B%5D=inductive-automation-ignition&focus%5B%5D=pelion-iot-connectivity&focus%5B%5D=siemens-digital-industries-software-insights-hub&focus%5B%5D=geotab&focus%5B%5D=augury&focus%5B%5D=hivemq&focus%5B%5D=tractian-tractian&focus%5B%5D=aws-iot-sitewise)
AOMS end-to-end IoT sensing solutions combine the most cutting edge hardware, software, and connectivity technologies to expand the bounds of innovation among industries. Our solutions are designed to collect data from assets and processes and generate insights for critical decision making.
Edge compute + control plane (B2B platform)
Atlas captures the manual work inside Europe’s industrial champions and turns it into the data foundation for embodied AGI, from autonomous lines to robots on the floor.
Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.
Blues simplifies wireless communication. Our mission is to transform every physical product into an intelligent service, helping communities and companies to save time and money, and improve the world.
BrightAI is a pioneering company dedicated to transforming critical infrastructure management by replacing outdated reactive practices with proactive, AI-driven operations. Leveraging advanced artificial intelligence and autonomous technologies, BrightAI enhances productivity, capital efficiency, and sustainability for essential services such as power grids, water pipelines, HVAC systems, and more. By providing real-time monitoring and intelligent decision-making capabilities, BrightAI ensures the resilience and reliability of infrastructure systems that communities depend on daily. Key Features and Functionality: - Stateful OS Platform: A comprehensive AI platform that integrates real-time data collection, analysis, and autonomous operations to monitor and manage infrastructure assets effectively. - Asset & Site Visibility: Utilizes AI-powered sensors to provide continuous monitoring and predictive insights, enabling organizations to detect potential issues before they escalate. - Workforce Wearable Copilot: Empowers field teams with hands-free, voice-interactive wearables that offer instant access to guidance, automate data collection, and enhance productivity. - Autonomous Inspection: Deploys drones and robotic systems equipped with AI to perform inspections in hard-to-reach or hazardous areas, ensuring safety and efficiency. Primary Value and Problem Solved: BrightAI addresses the longstanding challenge of reactive infrastructure maintenance by introducing proactive, AI-driven solutions. Traditional methods often involve manual inspections and delayed responses to issues, leading to inefficiencies and increased risks. BrightAI's technologies provide real-time visibility and predictive analytics, allowing organizations to anticipate and mitigate potential failures before they occur. This proactive approach not only enhances operational efficiency and safety but also extends the lifespan of critical infrastructure assets, ultimately leading to significant cost savings and improved service reliability.
Calibr8 Systems, Inc is a Filipino-owned company that focuses on providing first-rate services and systems integration for OSIsoft PI System and other complementing solutions to enhance and address our Customer’s Data Infrastructure requirements. Calibr8 Systems provides an end-to-end solution for IT-OT convergence that businesses can realize maximum output of their production by analysing the data, providing the right information to the right user – in real time, anywhere and any device
RTI Connext is the fastest way to develop reliable, scalable and DDS compliant systems. It combines the most widely adopted and deployed DDS implementation with powerful tools and developer resources to accelerate all lifecycle phases, from initial design through deployment and upgrades. Plus, you can have confidence in long-term support. As the leading and largest DDS supplier, RTI works with the world’s most innovative companies to connect intelligent, distributed systems that improve medical care, make roads safer, improve energy use and protect freedom. The RTI Connext product suite simplifies application and integration logic. All Connext products manage data in motion, allowing applications and devices to work together as one, integrated system.
ControlCom Connect is a vendor-neutral industrial IoT platform for monitoring critical equipment across multiple locations from a single screen. If you run power systems, refrigeration, pumps, or process equipment across distributed sites, you are usually blind between visits, and the first sign of a problem is the damage: an outage, a spoiled load, a failed transfer, or a surprise utility bill. Connect closes that gap with a real-time portfolio map, drag-and-drop dashboards, and smart alerts by SMS, email, Slack, and mobile push, plus an AI assistant for natural-language questions on live and historical data. It ingests from SCADA systems, controllers, meters, APIs, databases, and 10+ industrial protocols, so it sits on top of whatever you already own. There is nothing to rip out, no vendor lock-in, and you can be live in days, not quarters. Connect serves multi-site operators in healthcare, water and wastewater, prime power and distributed generation, energy management, manufacturing, oil and gas, data centers, and cold chain and refrigeration. The platform pays for itself in visibility: at one healthcare facility it surfaced a $160K utility billing error that was refunded, and it replaced a $30K energy study. Connect is SOC 2 Type II certified, holds equipment and facility data only, and deploys with an optional edge server for on-site collection. Pricing is self-serve from a developer tier through team plans, with custom enterprise plans for large portfolios.
