# Best IoT Analytics Platforms - Page 9

## How Many IoT Analytics Platforms Products Does G2 Track?

**Total Products under this Category:** 137

### Category Stats (Aug 2026)

- **Average Rating:** 4.41/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** ThingsBoard (+1.88%) - Among all products in this category, ThingsBoard recorded the largest rating increase compared to last month

_Last updated: August 07, 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
- 137+ 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](https://www.g2.com/categories/iot-analytics-platforms/grids.png?focus%5B%5D=100304&focus%5B%5D=1468175&focus%5B%5D=87705&focus%5B%5D=1195159&focus%5B%5D=169514&focus%5B%5D=40553&focus%5B%5D=52128&focus%5B%5D=87447)

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

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-analytics&focus%5B%5D=aws-iot-sitewise)

**Sponsored**

### JFrog

JFrog Ltd. (Nasdaq: FROG), the creators of the unified DevOps, DevSecOps, DevGovOps and MLOps platform, is on a mission to create a world of software delivered without friction from development to production. Driven by a “Liquid Software” vision to keep software continuously flowing, secure, and always up to date, the JFrog Platform serves as the definitive software supply chain system of record. It is uniquely engineered to power organizations as they build, manage, and distribute trusted software with unprecedented speed, security, and scale across hybrid and multi-cloud environments. As software engineering evolves in the AI era, JFrog’s newest offerings address the industry's most pressing trend: the rise of agentic software development and the hidden security risks of "Shadow AI." In response to threat actors increasingly targeting developer workflows including a massive surge in malicious open-source AI models and infected packages; JFrog has expanded its platform capabilities to deliver absolute end-to-end visibility and automated compliance. Key new innovations include the JFrog AI Catalog, which enables organizations to centralize, govern, and control the lifecycle of AI models approved for enterprise use. To secure autonomous coding environments, JFrog introduced the Universal MCP Registry and the Agent Skills Registry (developed alongside NVIDIA). These new solutions establish the industry’s first enterprise-grade trust layer to safely manage and store AI agent skills, monitor connections, and instantly block unsafe developer tools or malicious coding extensions right where developers work. Furthermore, the integration of advanced DevGovOps and Runtime Security tools allows teams to replace slow, manual compliance audits with continuous, background policy enforcement. By shifting security left directly into the binary pipeline, JFrog ensures that the volume of AI-assisted code does not outpace an organization's ability to verify its safety. Today, millions of users and approximately 6,600 organizations worldwide, including a majority of the Fortune 100, depend on the universal JFrog Platform to eliminate point-solution fatigue, bridge the governance gap, and securely embrace digital transformation. Learn more at www.jfrog.com or follow us on X @JFrog.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1772&secure%5Bchosen_at%5D=2026-08-13T12%3A38%3A41Z&secure%5Bdisplayable_resource_id%5D=1775&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1775&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=143017&secure%5Bresource_id%5D=1772&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fiot-analytics-platforms%3FhsCtaTracking%3D79cb6603-0a3c-4f76-80de-4873f5de7bf2%257Cf7b32701-a0cc-4816-b76a-f159fe6c6e21%26page%3D9&secure%5Btoken%5D=f936e214843e00c27a56cfcd01f35c3111e47a3ecda98479749ea07fca49b141&secure%5Burl%5D=https%3A%2F%2Fjfrog.com%2Fartifactory%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc_social%26utm_campaign%3Dbrand_awareness_banner_ad%26utm_content%3Du-bin&secure%5Burl_type%5D=custom_url)

### [Netdata](https://www.g2.com/products/netdata/reviews)

Netdata is an AI-driven real-time observability platform that monitors systems, containers, applications, and infrastructure across servers, cloud environments, Kubernetes clusters, and IoT devices. With zero-configuration deployment, Netdata installs instantly, automatically discovers metrics, builds dashboards, and begins monitoring without setup. Netdata AI serves as an intelligent on-call assistant, automatically investigating alerts, correlating anomalies across thousands of metrics, identifying root causes, and explaining incidents with clear, actionable recommendations. By transforming raw telemetry into AI-guided insights, Netdata helps engineering teams move from alert to resolution in minutes instead of hours. The platform collects per-second metrics through 800+ integrations across operating systems, containers, databases, applications, OpenMetrics exporters, StatsD, and logs. Its distributed architecture processes data at the edge, enabling high-resolution monitoring and visibility into short-lived performance issues that traditional monitoring tools often miss. Netdata is available as a scalable SaaS platform with Netdata Cloud or as a private deployment within your own infrastructure, supporting on-prem, private cloud, and air-gapped environments while delivering automated dashboards, ML-based anomaly detection, and real-time troubleshooting.

**Average Rating:** 4.6/5.0

**Total Reviews:** 51

#### How Do G2 Users Rate Netdata?

- **Ease of Use:** 9.1/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.0/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Netdata?

- **Seller:** [Netdata](https://www.g2.com/sellers/netdata)
- **Year Founded:** 2018
- **HQ Location:** San Francisco, US
- **Twitter:** @netdatahq  
4,040 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=320a942a1dccd06e5bf76763185633f9186f923ecd7c0fd3f38324ca7a9cf83b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnetdata-cloud%2F&secure%5Burl_type%5D=linkedin_company_website)  
79 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 44% Small, 43% Medium

#### What Do G2 Reviewers Say About Netdata?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Netdata, enjoying seamless setup and intuitive monitoring features.
- Users love the **easy setup** of Netdata, enabling quick integration and management across multiple servers effortlessly.
- Users value the **real-time monitoring** capabilities of Netdata, enabling effortless insights into system performance across multiple metrics.
- Users value the **real-time monitoring** capabilities of Netdata, enabling proactive issue resolution and optimized system performance.
- Users enjoy the **user-friendly interface** of Netdata, appreciating its intuitive design and visually appealing data presentation.

##### Cons

- Users note that there are still **missing features** in Netdata compared to larger competitors, though improvements are underway.
- Users find the **insufficient information** on documentation and Windows support limits their experience with Netdata.
- Users find **limited compatibility** with Netdata, especially for Windows systems and third-party monitoring services.
- Users note the **limited functionality** of Netdata, particularly in scalability and in-depth network analytics.
- Users face **resource limitations** with Netdata, requiring powerful computers for effective data management and analysis.

#### What Are Recent G2 Reviews of Netdata?

**["An indispensable solution for central monitoring"](https://www.g2.com/survey_responses/netdata-review-12045598)**

**Rating:** 4.5/5.0 stars

_— Tade S._

[Read full review](https://www.g2.com/survey_responses/netdata-review-12045598)

**["Easy to Use with Great Real-Time Monitoring and Alerts"](https://www.g2.com/survey_responses/netdata-review-12597474)**

**Rating:** 5.0/5.0 stars

_— Adolfo O._

[Read full review](https://www.g2.com/survey_responses/netdata-review-12597474)

### [nuPSYS](https://www.g2.com/products/nupsys/reviews)

nuPSYS patented 3-D visualization software simplifies network automation and management across multiple technologies

#### Who Is the Company Behind nuPSYS?

- **Seller:** [nuPSYS](https://www.g2.com/sellers/nupsys)
- **Year Founded:** 2009
- **HQ Location:** Palo Alto, US
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a13b92224a23da64b1d0131f80615f96716bfedf8ab7bb2c4f494c55c08b63e3&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fnupsys-inc&secure%5Burl_type%5D=linkedin_company_website)  
27 employees on LinkedIn®

### [Qopper Enterprise](https://www.g2.com/products/qopper-enterprise/reviews)

Qopper Enterprise is a fully managed PaaS for vendors to develop, deploy and manage their connected products.

#### Who Is the Company Behind Qopper Enterprise?

- **Seller:** [Qopper](https://www.g2.com/sellers/qopper)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Rootlenses](https://www.g2.com/products/rootlenses/reviews)

It’s an AI suite that integrates data intelligence, secure AI connectivity, and voice agents to extract insights, optimize processes, and streamline decision-making, ultimately transforming the customer experience.

#### Who Is the Company Behind Rootlenses?

- **Seller:** [Rootstack](https://www.g2.com/sellers/rootstack)
- **Year Founded:** 2011
- **HQ Location:** Austin, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=56733d16778faee1a61210e16861643b36fa8d1a79a2ae4089cd7598af0a5fbd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frootstack&secure%5Burl_type%5D=linkedin_company_website)  
119 employees on LinkedIn®

### [SAM4](https://www.g2.com/products/sam4/reviews)

SAM4 is a condition monitoring system that allows you to monitor the important parts of the drivetrain of an asset in real-time, from the safety of the motor control cabinet.

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate SAM4?

- **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 SAM4?

- **Seller:** [Samotics](https://www.g2.com/sellers/samotics)
- **Year Founded:** 2015
- **HQ Location:** Leiden, NL
- **Twitter:** @Samotics  
380 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5bf5eb60e7b3c92917f4b936d347c4d14bc98e88d3232c9689da1ba6cfb43c2c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsamotics%2F&secure%5Burl_type%5D=linkedin_company_website)  
103 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large, 100% Medium

#### What Are Recent G2 Reviews of SAM4?

**["Seemless"](https://www.g2.com/survey_responses/sam4-review-8494818)**

**Rating:** 4.0/5.0 stars

_— Jeric R._

[Read full review](https://www.g2.com/survey_responses/sam4-review-8494818)

### [sclera](https://www.g2.com/products/sclera/reviews)

Facility Management with Building Intelligence Pioneering AI-enabled Smart Building Solutions backed by IoT technology, Building Analytics and Advanced Digitization for unparalleled Operational Efficiency, Sustainability and ROI. Witness the Real-World Impact of Our Solutions in Action 1. AI-enabled Onboarding 70% reduction in time and 80% reduction in cost to onboard 2. Digital Inspections Up to 50,000 work hours freed up for Inspections 3. Asset Downtime 20% reduction in asset downtime and 10-20% decrease in operational expenses through realtime monitoring 4. Maintenance and Repair 15 to 20% reduction in recurring maintenance and repair costs. 5. Inventory and Consumables Reduce stock-outs by up to 50% and overstocking by 30% Work Smarter, Not Harder 1. Facility Manager With data visualization dashboards and reports, gain real-time insights into key facility metrics (e.g., energy usage, space utilization, maintenance needs) to make informed decisions. 2. Janitorial Team Work order management system with mobile app access enables simplifying task assignment, track cleaning progress, and improve communication between team members. 3. Asset Engineers Centralized asset registry with maintenance scheduling capabilities help manage asset information, schedule preventive maintenance tasks, and leverage real-time sensor data to monitor asset health and performance. 4. Maintenance Technician Mobile app for work order access, automated alerts, rounds, and audits improve response time by accessing work order details and requesting parts directly from the field. Submit reports efficiently through the mobile app. 5. Smart Buildings Manager Building automation system integration with data analytics help optimize energy consumption and environmental conditions based on real-time building data. Gain insights into overall smart building operations and identify areas for improvement. Features: 1. Asset Digitization Effortlessly digitize and manage all assets for streamlined operations and enhanced visibility. 2. Inspection Digitization Digitize inspections for enhanced tracking, accurate data collection and efficient compliance processes. 3. Remote Access and Asset Monitoring Ensure Network reliability and security with comprehensive monitoring and real-time insights. 4. BMS and IoT Monitoring Leverage sensors for accurate readings, enabling actionable analysis and informed 5. Data Platform Integration Experience seamless operations and enhanced efficiency with an integrated operating system that centralizes workflows and operations.

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate sclera?

- **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 sclera?

- **Seller:** [sclera](https://www.g2.com/sellers/sclera)
- **Year Founded:** 2018
- **HQ Location:** Chicago, US
- **Twitter:** @sclera\_Platform  
16 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=feaa798fade35efa5041d1c60134924006bc728133a7993143b72929fa9a0fcf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsclera-platform&secure%5Burl_type%5D=linkedin_company_website)  
214 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of sclera?

**["Comfortable working environment for employees"](https://www.g2.com/survey_responses/sclera-review-10250840)**

**Rating:** 4.0/5.0 stars

_— Ali M._

[Read full review](https://www.g2.com/survey_responses/sclera-review-10250840)

### [SenSen AI](https://www.g2.com/products/sensen-ai/reviews)

SenSen AI is an advanced platform that leverages artificial intelligence and computer vision to deliver intelligent curbside and parking management solutions. By integrating cutting-edge technologies, SenSen AI enhances operational efficiency and compliance across various sectors, including councils, municipalities, police, law enforcement, surveillance, and retail. Key Features and Functionality: - Curbside Enforcement: Automates monitoring and enforcement of parking regulations, ensuring compliance and optimizing space utilization. - Live Curb Awareness: Provides real-time insights into curbside activities, enabling proactive management and decision-making. - City Asset Management: Facilitates efficient tracking and maintenance of urban assets, enhancing city infrastructure management. - Intelligent Vision Agent: Utilizes AI-driven vision technology to analyze and interpret visual data for various applications. - Fuel Theft Prevention: Detects and prevents unauthorized fuel access, safeguarding resources and reducing losses. Primary Value and User Solutions: SenSen AI addresses the challenges of manual monitoring and enforcement by providing automated, data-driven solutions that improve compliance, reduce operational costs, and enhance public safety. Its AI-powered platform transforms complex visual data into actionable insights, enabling organizations to make informed decisions and optimize their operations effectively.

#### Who Is the Company Behind SenSen AI?

- **Seller:** [SenSen AI](https://www.g2.com/sellers/sensen-ai)
- **Year Founded:** 2007
- **HQ Location:** Melbourne, AU
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d8785e1bda7c4e6e7f96ba8bb8ba88a6b51666e2c86a53cea04f905015095a7a&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsensen-networks&secure%5Burl_type%5D=linkedin_company_website)  
145 employees on LinkedIn®

### [Shiftconnector®](https://www.g2.com/products/shiftconnector/reviews)

Shiftconnector® plant process management solutions is making plants safer, smarter and stronger with a powerful suite of digital applications for shift handover, team communication, production management and regulatory compliance. Safer Plants: Create a safer plant environment, reduce reportable incidents, and minimize the risk of a catastrophic event—especially in those critical 30 minutes after a shift change. Smarter Decisions: Improve productivity and cost control with real-time insights into plant performance and processes. 7 out of 10 Shiftconnector customers report an increase in plant productivity. Stronger Future: Increase plant resilience, reduce downtime, and be ready to adapt to changing market requirements. 8 out of 10 customers say Shiftconnector helped them adapt during the pandemic.

#### Who Is the Company Behind Shiftconnector®?

- **Seller:** [eschbach](https://www.g2.com/sellers/eschbach)
- **Year Founded:** 2005
- **HQ Location:** Bad Säckingen, DE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a557909e8c6ed8dca3fcdacebb50d5afcf644ab7ad2b5ccc93d7f959f2177560&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Feschbachit-gmbh%2F&secure%5Burl_type%5D=linkedin_company_website)  
107 employees on LinkedIn®

### [SITE](https://www.g2.com/products/mobileum-site/reviews)

#### Who Is the Company Behind SITE?

- **Seller:** [Mobileum](https://www.g2.com/sellers/mobileum)
- **HQ Location:** Cupertino, California, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e3acb084df91234307aa8caf77eae94af6e9cb0a007e8a30f9e219439d3dad2a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmobileum&secure%5Burl_type%5D=linkedin_company_website)  
1,998 employees on LinkedIn®

### [sonarly](https://www.g2.com/products/sonarly/reviews)

#### Who Is the Company Behind sonarly?

- **Seller:** [devsub](https://www.g2.com/sellers/devsub)
- **Year Founded:** 2024
- **HQ Location:** Dresden, DE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c7a79075fa21eb6a9d88a46d87abe3af4a7001ebd2dc533fad81caada5d1275d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdevsub%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [SuperStar Suite](https://www.g2.com/products/superstar-suite/reviews)

We make data analytics tools that help organisations explore, visualise and unlock insights from their data, quickly and securely.

#### Who Is the Company Behind SuperStar Suite?

- **Seller:** [WingArc Australia](https://www.g2.com/sellers/wingarc-australia)
- **Year Founded:** 1986
- **HQ Location:** Melbourne, AU
- **Twitter:** @wingarcau  
534 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=82649b191006e87cf2060c45659d39acce30eb273aebf9843f8732afabcd1054&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwingarc-australia&secure%5Burl_type%5D=linkedin_company_website)  
26 employees on LinkedIn®

### [The Switch Platform](https://www.g2.com/products/the-switch-platform/reviews)

Switch Automation, a privately held entity, operates as a vendor specializing in real estate software. Their central base resides in Denver, Colorado, while they maintain sales offices across various regions including Australia, Asia, and Europe. Established in 2012, the company's workforce currently comprises approximately 50 individuals. Switch Automation has set its sights on a broad spectrum of customer segments, encompassing commercial real estate, retail, healthcare, and financial services. At the heart of their operations lies the Switch Platform, a robust software solution for facilities management. This platform seamlessly integrates building data with equipment, facilitating functionalities like performance benchmarking, optimization, and control. Notably, it extends support to all major building protocols, effectively transforming data from disparate systems into a cohesive language. Furthermore, the platform showcases user-configurable tools imbued with advanced business intelligence, machine learning, automation, and remote-control capabilities. A notable inclusion in the company's offerings is the Switch Dx³, an essential component within their solution suite. This offering plays a pivotal role in connecting sensors and devices, offering a comprehensive overview of a building's systems. It identifies potential vulnerabilities and proposes avenues for enhancing integration, thus contributing to the overall efficiency and seamless operation of the building. Switch Automation's primary focus lies in establishing a thriving ecosystem in collaboration with customers and partners. This ecosystem capitalizes on their industry-leading expertise, state-of-the-art technology, and innovative products and programs, all aimed at fulfilling their objectives. The company's technology is characterized by its openness and integration-centric nature. This is evidenced by an extensive integration library of third-party integrations, showcasing their commitment to transforming data sources into data-driven outcomes. Their global presence is evident, as they have expanded to encompass offices in Australia, Singapore, Philippines, Ukraine, United Kingdom, and their current global headquarters in Denver, Colorado, USA. This global reach ensures their technology is universally accessible and supported.

#### Who Is the Company Behind The Switch Platform?

- **Seller:** [Switch Automation](https://www.g2.com/sellers/switch-automation)
- **Year Founded:** 2012
- **HQ Location:** Denver, US
- **Twitter:** @SwitchHQ  
1,478 Twitter followers
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d137ac537e681ea80b4067b07153911d2327962c81f2dd56e6eebbd05c024769&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fswitch-automation&secure%5Burl_type%5D=linkedin_company_website)  
41 employees on LinkedIn®

### [VivaBoard AI-Powered Analytics](https://www.g2.com/products/vivaboard-ai-powered-analytics/reviews)

AI-Powered Analytics provides instant reports on uploaded datasets. Summary of data, trends, text analytics, sentiment analysis, feature predictions, AI Insights and AI Chat.

#### Who Is the Company Behind VivaBoard AI-Powered Analytics?

- **Seller:** [VivaBoard](https://www.g2.com/sellers/vivaboard)
- **HQ Location:** Austral, AU
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ea209c77f8416eecf1c147cfbb133565b609432b964ea71bead2a152655745bb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F105958614%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [WolkSensor](https://www.g2.com/products/wolksensor/reviews)

WolkSensor is comprised of the IoT class hardware, secure and scalable data infrastructure, engaging dashboards and on-the-go mobile experiences

#### Who Is the Company Behind WolkSensor?

- **Seller:** [WolkAbout](https://www.g2.com/sellers/wolkabout)
- **Year Founded:** 2016
- **HQ Location:** Prague, CZ
- **Twitter:** @WolkAbout  
5,373 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d44fa0d944179ab63fe150971155f1a692f0f4d5b53108f8203b6ed04057b91b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F9466705&secure%5Burl_type%5D=linkedin_company_website)  
33 employees on LinkedIn®

### [XL Productivity Appliance](https://www.g2.com/products/xl-productivity-appliance/reviews)

XL Productivity Appliance brings data warehouse, scoreboard, I/O processor, web server, production monitor, and analytics tool into a single solution.

#### Who Is the Company Behind XL Productivity Appliance?

- **Seller:** [Vorne Industries](https://www.g2.com/sellers/vorne-industries)
- **Year Founded:** 1970
- **HQ Location:** Itasca, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=74e40a9e441faa7cf03dfff8ba6dd3b024e8ec20b6bb2e61552028bdba230f7a&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvorne-industries&secure%5Burl_type%5D=linkedin_company_website)  
32 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

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[Browse IoT Analytics Platforms Themes](/categories/iot-analytics-platforms/themes)

 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated October 3, 2024

IoT analytics platforms allows businesses to analyze and visualize sensor data from internet-connected devices. IoT analytics platofrms are used to understand the continuous stream of structured, unstructured, and time series data produced by connected devices, so that businesses can understand historical data and predict future outcomes. Companies may utilize IoT analytics solutions to track the performance of machinery, provide predictive maintenance recommendations, and better understand unique data related to their devices such as temperature, motion, and sound. Data analysts can use IoT analytics platforms to prepare, filter, transform, and drill into sensor data, the same way they would analyze structured data with a [business intelligence platform](https://www.g2.com/categories/business-intelligence-platforms).

To qualify for inclusion in the IoT Analytics Platforms category, a product must:

- Consume data directly from internet-connected devices, sensors, and time series databases
- Support data modeling, blending, and discovery
- Allow users to drill down into the data with interactive visualization
- Create reports and visualizations based on the data

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