Best IoT Analytics Platforms - Page 6

How Many IoT Analytics Platforms Products Does G2 Track?

Total Products under this Category: 144

Category Stats (Sep 2026)

  • Average Rating: 4.41/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Elastic Observability (+0.45%) - Among all products in this category, Elastic Observability recorded the largest rating increase compared to last month

Last updated: September 05, 2026

How Does G2 Rank IoT Analytics Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,400+ Authentic Reviews
  • 144+ Products
  • Unbiased 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.

G2 Grid® for IoT Analytics Platforms

G2 Grid® for IoT Analytics Platforms plotting products by satisfaction and market presence

Highlighted products: Insights Hub, TagoIO, Rayven, TRACTIAN, SAP Business Technology Platform, Google Cloud IoT Core, AWS IoT SiteWise, and AWS IoT Analytics.

Underlying data: [Grid® JSON](https://www.g2.com/categories/iot-analytics-platforms/grids.json?focus%5B%5D=siemens-digital-industries-software-insights-hub&focus%5B%5D=tagoio&focus%5B%5D=rayven&focus%5B%5D=tractian-tractian&focus%5B%5D=sap-business-technology-platform&focus%5B%5D=google-cloud-iot-core&focus%5B%5D=aws-iot-sitewise&focus%5B%5D=aws-iot-analytics)

SenseIoT

SenseIoT is a great sensor data storage platform.

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate SenseIoT?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • Quality of Support: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind SenseIoT?

  • Seller: SenseIoT
  • HQ Location: Scoresby, Australia
  • Twitter: @Sense_IoT
    8 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

ShiftWorx

FreePoint Technologies' ShiftWorx is a unique grouping of modules that provide an end-to-end solution for continuous improvement across the production floor. ▪ Production Management - Real-time information on machine performance, jobs, and operator workforce. ▪ Performance Analysis - Metrics at the machine, line or plant for historical, situational and predictive insights. ▪ Quality & Compliance - Benchmarking, standards and procedures to meet audit and compliance regulations. ▪ Team Member Development & Performance - Operators have better tools for creating value added work. ShiftWorx provides a ‘holistic’ shopfloor management platform that when applied in whole or in succession affords manufacturers a production optimization solution backed by Toyota Production System (TPS) consulting expertise. ▪ Fully customized modular suite of products. ▪ Toyota Production System (TPS) expertise ▪ Measures and monitors critical production areas. ▪ Managed Services included. ▪ Cloud-connects equipment of any age, type or brand. Measure, Analyze, and Improve with ShiftWorx! Contact us today for a complimentary consultation from our TPS experts! Schedule a software demonstration specific to your Industry and requirements.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate ShiftWorx?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind ShiftWorx?

  • Seller: ShiftWorx
  • Year Founded: 2012
  • HQ Location: London, CA
  • Twitter: @getfreepoint
    375 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of ShiftWorx?

What Are G2 Users Discussing About ShiftWorx?

Simline Insights

Simline Insights is an IoT billing platform designed for IoT vendors using M2M sims. Simline monitors and protects you from overages when purchasing data from your carrier, provides accurate and automated billing for your customers, and an convenient payment portal for faster payments. Simline Insights allows you to extract the most margin from your services.

Average Rating: 3.0/5.0

Total Reviews: 1

Who Is the Company Behind Simline Insights?

Who Uses This Product?

  • Company Size: 100% Small

Telit IoT Platform

With the Telit IoT Platform, your development team can focus on building apps, not infrastructure. The platform allows you to easily connect your things and enterprise systems together, saving you time and allowing you to get your solution to market quickly.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Telit IoT Platform?

  • Ease of Use: 8.3/10 (Category avg: 8.9/10)
  • Quality of Support: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Telit IoT Platform?

  • Seller: Telit
  • Year Founded: 2000
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    963 employees on LinkedIn®
  • Ownership: TCM
  • Total Revenue (USD mm): $392

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Telit IoT Platform?

Thing+

Thing+ provides real time dashboard, setting rule, and data analysis.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Thing+?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • Quality of Support: 5.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Thing+?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Thing+?

What Are G2 Users Discussing About Thing+?

Transpara Visual KPI

Visual KPI from Transpara is real-time operations monitoring software. It provides a single view across all of your data sources without moving anything or embarking on a huge project. It supports thousands of industrial (historians, IIoT), business and external data sources and delivers stunning visualizations, KPIs, dashboards, analytics and alerts to any device.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Transpara Visual KPI?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Transpara Visual KPI?

  • Seller: Transpara
  • Year Founded: 2005
  • HQ Location: Scottsdale, US
  • Twitter: @Transpara
    344 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Transpara Visual KPI?

What Are G2 Users Discussing About Transpara Visual KPI?

Visplore

Visplore is a visual analytics and industrial data analysis software solution that helps engineers perform systematic root cause analysis and time series analysis across complex process and production data. Visplore belongs to the categories of data analysis, industrial analytics, and visual analytics software. It is designed for manufacturing companies and process industries that need to investigate KPI deviations, production losses, quality issues, or energy inefficiencies. Typical users include process engineers, production managers, quality engineers, and operational excellence teams working with IT/OT data landscapes. The software supports use cases such as troubleshooting, deviation analysis, performance benchmarking, and structured visual analytics process optimization across sites and production units. Visplore is developed by an independent European software company headquartered in Vienna, Austria. Founded to bring advanced analytics closer to operational teams, the company focuses on industrial environments where transparency, on-premise deployment, and engineering usability are key requirements. The organization works closely with manufacturing customers across Europe and other industrial regions, supporting deployments in regulated and security-sensitive environments. Key features and functionality include: - Guided root cause analysis workflows for systematic investigation of KPI deviations - Interactive time series analysis across process, asset, quality, and material data - Integrated data analysis tools for multivariate exploration and hypothesis testing - Visual analytics process optimization templates that standardize investigations - On-premise deployment with seamless IT/OT connectivity Compared to other data analysis tools such as Seeq and TrendMiner, Visplore is built for on-premise deployments and for everyday engineering use, making industrial data analysis accessible, repeatable, and ready for action. The primary value of Visplore lies in closing the gap between monitoring and understanding. While dashboards show what happened, Visplore supports structured data analysis to explain why it happened. By embedding root cause analysis and time series analysis into guided, visual workflows, the software reduces reliance on manual spreadsheet work and isolated expert knowledge. Organizations use Visplore to shorten time-to-insight, standardize analytical best practices, and enable engineers to independently conduct deep investigations that support continuous improvement and sustainable visual analytics process optimization.

Average Rating: 4.4/5.0

Total Reviews: 4

How Do G2 Users Rate Visplore?

  • Ease of Use: 8.3/10 (Category avg: 8.9/10)
  • Quality of Support: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Visplore?

  • Seller: Visplore
  • Company Website:
  • HQ Location: Vienna, AT
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 25% Large

What Do G2 Reviewers Say About Visplore?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use in Visplore, enabling quick analysis with minimal clicks and seamless integration.
  • Users value the efficiency of Visplore, enjoying quick setup and seamless integration for time series analysis.
  • Users praise the easy integrations of Visplore, allowing seamless database connection and efficient time series analysis.
  • Users love the easy-to-use interface of Visplore, which simplifies time series analysis with just a few clicks.

What Are Recent G2 Reviews of Visplore?

What Are G2 Users Discussing About Visplore?

Waylay

Waylay is a B2B software company that bridges the gap between OT/IT worlds. Waylay offers three product offerings: Waylay IO, the first Low-Code automation with zero setups Waylay Enterprise, empowers enterprises by simplifying their Digital Transformation journey, and Waylay Digital Twin, a composite app for Salesforce available on the AppExchange. All of the Waylay products are used by enterprises and SMEs alike to leverage the data and analytical insights from their connected equipment and machines for improving operational processes and customer service. Waylay was founded in 2014 with the mission to empower organizations to realize a better ROI from their IoT investments. With Waylay, companies can move beyond a connect-and-collect approach and put IoT insights to operational use throughout the enterprise.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Waylay?

  • Ease of Use: 10.0/10 (Category avg: 8.9/10)
  • Quality of Support: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Waylay?

  • Seller: Waylay
  • Year Founded: 2014
  • HQ Location: Ghent, BE
  • LinkedIn® Page: www.linkedin.com
    29 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Waylay?

Zolnoi

We enable manufacturers to improve efficiency and reliability of production assets using: IoT for data acquisition Proprietary AI for predictive analytics End-to-end platform for actionable insights

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Zolnoi?

  • Ease of Use: 8.3/10 (Category avg: 8.9/10)
  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Zolnoi?

  • Seller: Zolnoi
  • Year Founded: 2021
  • HQ Location: Singapore, SG
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium, 100% Small

What Are Recent G2 Reviews of Zolnoi?

Airthings

The Airthings for Business solution gives you the air quality data you need to take action at the earliest opportunity. With on-demand access to current and historical data you can optimize ventilation and air quality within your building, ensuring you provide a healthy and productive environment for all its users.

Who Is the Company Behind Airthings?

Ardexa

Internet of Things, IoT platform, Device security, Device communications, Cloud to device communications, Secure connections, Industrial machine data, and Industrial data protocols

Who Is the Company Behind Ardexa?

  • Seller: Ardexa
  • Year Founded: 2013
  • HQ Location: Braddon, AU
  • LinkedIn® Page: www.linkedin.com
    20 employees on LinkedIn®

Arnowa Analytics Platform

Arnowa Analytics Platform: Advanced IoT and AI for Smart Infrastructure The Arnowa Analytics Platform is a comprehensive, cloud-based solution designed to streamline and enhance sustainability management for organizations of all sizes. It addresses the growing demand for transparent climate-related disclosures and proactive sustainability initiatives in an increasingly regulated environment. With advanced features such as seamless data integration, real-time performance monitoring, and compliance with major reporting frameworks, the platform ensures that organizations can effectively navigate their sustainability journey. It offers robust tools for tracking greenhouse gas (GHG) emissions, conducting value chain assessments, and generating detailed reports tailored to various stakeholder needs. Key Technical Features: • Emission Hotspot Tracking: Monitor emission hotspots and track sustainability targets through customizable dashboards that provide comparative performance analysis. • Seamless Data Usage: Facilitate the use of GHG emissions data across multiple reporting and rating requirements, ensuring data integrity. • Comprehensive Data Collection: Collect data across the value chain for Scope 1, 2, and 3 emissions calculations using emission factors from official sources, including the Clean Energy Regulator (CER). • Dynamic Visualization Options: Create multi-variable data visualizations with customizable charts and tables, allowing for intuitive analysis and reporting. • Automated Sustainability Reporting: Streamline data collection and automate the generation of structured reports, including “ready-to-file” formats, enhancing efficiency and productivity. • AI & Augmented Analytics: Utilize artificial intelligence for predictive analytics, identifying efficiency opportunities and potential anomalies before they occur. • Real-Time Monitoring: Access real-time data updates with intuitive graphical displays from any web-enabled device, ensuring up-to-date insights. • Multi-Protocol Edge Devices: Integrate IoT devices, business systems, and external data sources for versatile data collection and analysis. Key Benefits of the Platform: • Enhanced Data Management: Seamlessly integrate diverse data sources for accurate and reliable insights. • Compliance Assurance: Meet and exceed regulatory requirements with comprehensive reporting capabilities across major frameworks, including NGERs, GRI, CSRD, ISSB, TCFD, BRSR, DJSI, CDP, and MSCI. • Customizable Dashboards: Tailor visualizations to suit your organization's specific reporting needs with over 30 preconfigured dashboards available at handover. • Streamlined Collaboration: Foster collaboration across teams with multi-user access and shared data functions, facilitating stakeholder engagement and communication. • Granular Accounting and Management: Evaluate sustainability performance across the entire value chain and identify gaps in organizational targets. By leveraging decades of emissions management expertise and cutting-edge technology, the Arnowa Analytics Platform empowers organizations to not only meet regulatory requirements but also achieve their long-term sustainability goals with confidence. Discover how the Arnowa Analytics Platform can transform your approach to sustainability and propel your organization toward a more sustainable future.

Who Is the Company Behind Arnowa Analytics Platform?

AskSensors

AskSensors is a cloud-based Internet of Things (IoT) platform designed to facilitate seamless communication with connected devices. The platform enables users to connect, monitor, and manage sensors and actuators remotely, providing real-time data visualization and device control. Key features include support for both HTTP/S and MQTT protocols, allowing flexible and efficient communication with IoT devices. Users can create custom dashboards to monitor sensor data, control actuators, and receive email alerts based on user-defined thresholds. The platform offers a wide range of graphing options, such as line, bar, scatter, and gauge charts, to accommodate different visualization needs. AskSensors supports popular development boards, including Arduino, ESP8266, and Raspberry Pi, with open-source code available on GitHub to simplify integration. Security is prioritized, with HTTPS support, data export capabilities, and a clear commitment to protecting user data. The platform caters to a variety of industries, including smart cities, healthcare, industrial IoT (IIoT), smart agriculture, wearable technology, and home automation. It is designed to be accessible from any internet-connected device, offering a straightforward experience for users of all technical levels. With technical support and comprehensive documentation, AskSensors aims to streamline IoT device management, helping businesses and individuals gain actionable insights from their connected systems.

Who Is the Company Behind AskSensors?

  • Seller: AskSensors
  • Year Founded: 2018
  • HQ Location: Epinay-sur-seine, FR
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Atsuya Technologies

Atsuya Technologies, founded in 2017, specializes in providing AI-driven IoT solutions aimed at enhancing operational efficiency and sustainability across various industries. Their flagship platform, AOne™, integrates real-time monitoring and analytics to optimize resource consumption, improve equipment performance, and ensure compliance with safety standards. Key Features and Functionality: - Real-Time Monitoring: Continuous tracking of energy, water, gas, and refrigeration systems to detect anomalies and optimize usage. - AI-Powered Analytics: Advanced data analysis to provide actionable insights for predictive maintenance and process improvement. - Integrated Compliance System: Automated compliance checks and ticketing to maintain safety and quality standards. - Supply Chain Optimization: Enhanced visibility and control over logistics operations to reduce costs and environmental impact. Primary Value and Solutions: Atsuya Technologies addresses the critical need for businesses to operate sustainably without compromising growth or profitability. By leveraging IoT and AI, their solutions enable companies to: - Reduce Operational Costs: Identify inefficiencies and implement corrective actions to lower energy and resource expenses. - Enhance Equipment Reliability: Predict and prevent equipment failures, minimizing downtime and maintenance costs. - Ensure Regulatory Compliance: Automate compliance processes to adhere to industry standards and avoid penalties. - Promote Environmental Sustainability: Monitor and manage resource consumption to reduce carbon footprint and support eco-friendly practices. Through their comprehensive suite of solutions, Atsuya Technologies empowers businesses to achieve operational excellence and sustainability goals effectively.

Who Is the Company Behind Atsuya Technologies?

B3

B3 Systems is an AI-native industrial intelligence platform that helps manufacturers reduce downtime, improve asset performance, and make faster, data-driven decisions. The B3 platform connects machines, systems, and operational data to deliver real-time visibility, predictive insights, and AI-driven recommendations. By combining advanced analytics with agentic AI, B3 enables teams to move from reactive operations to proactive and increasingly autonomous workflows. Designed for complex, asset-intensive environments, the platform integrates seamlessly with existing OT and IT systems and scales across multi-site operations, eliminating data silos and creating a unified source of truth. B3’s AI agents continuously monitor performance, detect anomalies, and surface actionable insights, helping teams act faster, prevent issues, and optimize operations around the clock. Trusted by manufacturers across industries including forestry, mining, steel, automotive, and pulp & paper, B3 helps organizations unlock the full value of their data and drive measurable operational improvements.

Who Is the Company Behind B3?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024