# Best IoT Analytics Platforms - Page 2

## 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=2026-08-11T09%3A30%3A50Z&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%257C7e9b38e5-69c4-4158-924c-c5e30004be39%26page%3D2&secure%5Btoken%5D=d03cb6ec5770f64bc7bd1c3d5293e3c32e964add62365447e1373356d2e176b9&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)

### [Oracle Internet of Things Cloud](https://www.g2.com/products/oracle-internet-of-things-cloud/reviews)

Oracle offers the broadest choice of cloud solutions to simplify IT and power innovation.

**Average Rating:** 3.9/5.0

**Total Reviews:** 18

#### How Do G2 Users Rate Oracle Internet of Things Cloud?

- **Ease of Use:** 7.8/10 (Category avg: 8.9/10)
- **Quality of Support:** 7.1/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Oracle Internet of Things Cloud?

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle  
827,997 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website)  
208,078 employees on LinkedIn®
- **Ownership:** NYSE:ORCL

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 39% Large, 39% Small

#### What Are Recent G2 Reviews of Oracle Internet of Things Cloud?

**["Creating POC to share run data analytics on data collected from motion sensors deployed at homes."](https://www.g2.com/survey_responses/oracle-internet-of-things-cloud-review-5435027)**

**Rating:** 4.5/5.0 stars

_— Ehtisham M._

[Read full review](https://www.g2.com/survey_responses/oracle-internet-of-things-cloud-review-5435027)

**["Oracle is the Cloud leader"](https://www.g2.com/survey_responses/oracle-internet-of-things-cloud-review-5416289)**

**Rating:** 5.0/5.0 stars

_— Sabbir Ahmed L._

[Read full review](https://www.g2.com/survey_responses/oracle-internet-of-things-cloud-review-5416289)

### [Elastic Observability](https://www.g2.com/products/elastic-observability/reviews)

OpenTelemetry-native observability for fast, AI-driven root cause analysis Search, analyze, and act with logs, metrics, and traces. SRE leaders aim to proactively prevent downtime, simplify tool stacks, and reduce toil, but multi-cloud complexity and fragmented toolsets create visibility gaps that make it hard to stay ahead. OTel-native and AI-powered, Elastic Observability ingests and correlates petabytes of telemetry across your applications, services, and infrastructure, in real-time. Accelerate troubleshooting with built-in agentic workflows and an AI Assistant that goes well beyond chat to bolster team expertise and guide investigations, grounded with context from your organizational knowledge-bases. More data, more problems? Not anymore. Most observability and logging solutions weren’t built for today’s scale. Elastic is. Our architecture is designed to handle petabytes of logs with indexing, compression, and efficient searchable storage so you can keep all the telemetry you need, without breaking the bank. Store more, spend less, and resolve issues faster with a scalable, open, and extensible platform that unifies visibility across your entire environment.

**Average Rating:** 4.2/5.0

**Total Reviews:** 89

#### How Do G2 Users Rate Elastic Observability?

- **Ease of Use:** 7.3/10 (Category avg: 8.9/10)
- **Quality of Support:** 7.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Elastic Observability?

- **Seller:** [Elastic](https://www.g2.com/sellers/elastic)
- **Company Website:** www.elastic.co
- **Year Founded:** 2012
- **HQ Location:** San Francisco, CA
- **Twitter:** @elastic  
65,200 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bc8e533876f16af617380aaa3922cb6a39a1d6233f0b32a0fa987a5fdffd799e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F814025%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,079 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 51% Large, 48% Medium

#### What Do G2 Reviewers Say About Elastic Observability?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **intuitive user interface** of Elastic Observability, making it easy to navigate and set up.
- Users value the **real-time alerting capabilities** of Elastic Observability, enhancing proactive monitoring and system insights.
- Users appreciate the **excellent log collection** capabilities of Elastic Observability, streamlining their monitoring and analysis tasks.
- Users appreciate the **excellent monitoring capabilities** of Elastic Observability, simplifying their data collection and analysis processes.
- Users value the **easy integration and flexibility** of Elastic Observability, enhancing troubleshooting and operational visibility.

##### Cons

- Users find the **learning curve steep** , requiring significant training and knowledge to effectively utilize Elastic Observability.
- Users find the **difficult learning** curve challenging, particularly for teams unfamiliar with Elastic Stack and ELK.
- Users find it frustrating that there is **limited integration and alerting for log management** , which complicates log visibility.
- Users find the **learning difficulty** daunting, especially when navigating extensive logs and advanced features for the first time.
- Users struggle with **log management issues** , facing challenges with alerting, APM integration, and lack of centralized log viewing.

#### What Are Recent G2 Reviews of Elastic Observability?

**["Insightful, But Needs Improved Customization"](https://www.g2.com/survey_responses/elastic-observability-review-12668298)**

**Rating:** 4.0/5.0 stars

_— Sam ._

[Read full review](https://www.g2.com/survey_responses/elastic-observability-review-12668298)

**["APM is a Game-Changer for GKE Infrastructure"](https://www.g2.com/survey_responses/elastic-observability-review-12628710)**

**Rating:** 5.0/5.0 stars

_— Ever M._

[Read full review](https://www.g2.com/survey_responses/elastic-observability-review-12628710)

#### What Are G2 Users Discussing About Elastic Observability?

- [Can I use Elasticsearch as a database?](https://www.g2.com/discussions/can-i-use-elasticsearch-as-a-database)
- [Can I use Elasticsearch for free?](https://www.g2.com/discussions/can-i-use-elasticsearch-for-free) - 1 comment
- [What is elastic search?](https://www.g2.com/discussions/what-is-elastic-search)
- [What is elastic search used for?](https://www.g2.com/discussions/what-is-elastic-search-used-for)

### [SAS Analytics for IoT](https://www.g2.com/products/sas-analytics-for-iot/reviews)

For users who need to quickly extract value from their IoT data and investments – in days, not months – SAS Analytics for IoT provides an integrated, business-focused interface that employs a proven way to organize, visualize and act on high volumes of diverse IoT data using a secure, flexible and scalable AI-embedded IoT Analytics platform. This solution’s capabilities are compelling for variety of users including line of business, engineering, IT and data science professional, extending the use of analytics and collaboration the enterprise, and optimizing current IoT investments – SAS, third party and open source. Why is it important? Progress from preventative to predictive and prescriptive analytics is slow as companies struggle with data complexities, and with how AI and machine learning can coexist with existing statistical models. Embedded with advanced analytics and AI, SAS Analytics for IoT offers a solution to the data complexity issue across the analytics lifecycle with a sensor-based data model, streamlined and extensible ETL, an integrated business-focused data selection interface, and high frequency data visualizations that accelerate time to value from IoT data and investments – in days, not months -- without coding or specialized skills. These capabilities translate into millions saved in unplanned downtime, timely improvements in operational excellence that boost bottom line results, and advances in digital transformation that enhance customer experience and generate services to drive new revenue streams. The solution ensures that all types of users across the enterprise can quickly and confidently extract the value they seek from volumes of diverse IoT data and investments – SAS, third party and open source. For whom is it designed? For all types of users across a range of industries including, Manufacturing, CPG, Energy and Retail, who support mission critical processes and digital transformation, SAS Analytics for IoT’s streaming execution engine with AI provides real-time analytics, ensuring timely and accurate decision making. With a streamlined ETL and an extensible data model, users can do ad-hoc analysis and analytic system development without knowledge of the underlying data structure. By integrating data preparation, organization, business-focused data selection and exploration, SAS Analytics for IoT optimizes current IoT investments and skills (SAS, third party and open source), and extends the use of IoT analytics and the power of collaboration across the enterprise.

**Average Rating:** 4.2/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate SAS Analytics for IoT?

- **Ease of Use:** 7.9/10 (Category avg: 8.9/10)
- **Quality of Support:** 8.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind SAS Analytics for IoT?

- **Seller:** [SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2)
- **Year Founded:** 1976
- **HQ Location:** Cary, NC
- **Twitter:** @SASsoftware  
60,863 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=64db42c044af5bbad79bd9677a620a6c31a8ff1abf4e7b2a6f1d6ed9561d105d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1491%2F&secure%5Burl_type%5D=linkedin_company_website)  
18,638 employees on LinkedIn®
- **Phone:** 1-800-727-0025

#### Who Uses This Product?

- **Company Size:** 42% Small, 32% Large

#### What Are Recent G2 Reviews of SAS Analytics for IoT?

**["Solve specific needs"](https://www.g2.com/survey_responses/sas-analytics-for-iot-review-11140803)**

**Rating:** 4.5/5.0 stars

_— Carla M._

[Read full review](https://www.g2.com/survey_responses/sas-analytics-for-iot-review-11140803)

**["This product has provided great result"](https://www.g2.com/survey_responses/sas-analytics-for-iot-review-11133122)**

**Rating:** 4.0/5.0 stars

_— Leslie S._

[Read full review](https://www.g2.com/survey_responses/sas-analytics-for-iot-review-11133122)

#### What Are G2 Users Discussing About SAS Analytics for IoT?

- [What is SAS Analytics for IoT used for?](https://www.g2.com/discussions/what-is-sas-analytics-for-iot-used-for)

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

MicroStrain’s SensorCloud™ is a unique sensor data storage, visualization and remote management platform that leverages powerful cloud computing technologies to provide excellent data scalability, rapid visualization, and user programmable analysis.

**Average Rating:** 4.1/5.0

**Total Reviews:** 23

#### How Do G2 Users Rate SensorCloud?

- **Ease of Use:** 8.0/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.0/10 (Category avg: 8.9/10)

#### Who Is the Company Behind SensorCloud?

- **Seller:** [Lord](https://www.g2.com/sellers/lord)
- **Year Founded:** 1924
- **HQ Location:** Cary, NC
- **Twitter:** @LORDCorporation  
1,917 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=62d08942d01cd44e7af61c01c71b2eaa9e02564b997fa131c82db834eda8c904&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flord-corporation%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,460 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 57% Small, 26% Medium

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

**["Enhance IoT Analysis with SensorCloud"](https://www.g2.com/survey_responses/sensorcloud-review-7232407)**

**Rating:** 4.0/5.0 stars

_— Devansh R._

[Read full review](https://www.g2.com/survey_responses/sensorcloud-review-7232407)

**["One of a kind Sensor data visualization remotely with little anomalies"](https://www.g2.com/survey_responses/sensorcloud-review-7249819)**

**Rating:** 4.0/5.0 stars

_— Nitin S._

[Read full review](https://www.g2.com/survey_responses/sensorcloud-review-7249819)

### [Exosite ExoSense IoT](https://www.g2.com/products/exosite-exosense-iot/reviews)

ExoSense® is a remote condition monitoring application that can be deployed in minutes to provide operational insight into industrial assets, systems, and equipment. It enables any organization to aggregate and visualize sensor data to alert users of critical operating conditions, predict maintenance, optimize processes, and deliver new functionality and services to customers. Find out more at www.exosite.com. The ExoSense application provides: - Real-time data visualization. Remotely view dashboards on any device to quickly understand machine health and reduce the need for onsite visits. - Condition monitoring. Set rule-based notifications and trigger email/SMS alerts based on real-time data to reduce downtime and increase productivity. - Analytics. Leverage operational analytics and data transformations to predict maintenance, improve processes, and enable machine learning. - Code-less customization. Leverage a simple, code-free user interface to add and configure devices, customize branding, set alerts, and more.

**Average Rating:** 4.9/5.0

**Total Reviews:** 14

#### How Do G2 Users Rate Exosite ExoSense IoT?

- **Ease of Use:** 8.9/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Exosite ExoSense IoT?

- **Seller:** [Exosite](https://www.g2.com/sellers/exosite)
- **Year Founded:** 2009
- **HQ Location:** Minneapolis, US
- **Twitter:** @exosite  
1,018 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4ab9d9bed61fd80d04c26b14b3ae2a006b57de5782f95091478d3a6ecd6a8235&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fexosite%2F&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 33% Small, 27% Medium

#### What Are Recent G2 Reviews of Exosite ExoSense IoT?

**["User Friendly cloud dashboard"](https://www.g2.com/survey_responses/exosite-exosense-iot-review-5349800)**

**Rating:** 5.0/5.0 stars

_— Jerry W._

[Read full review](https://www.g2.com/survey_responses/exosite-exosense-iot-review-5349800)

**["Excellent Industrial IoT platform that requires no coding"](https://www.g2.com/survey_responses/exosite-exosense-iot-review-7492505)**

**Rating:** 5.0/5.0 stars

_— Kevin F._

[Read full review](https://www.g2.com/survey_responses/exosite-exosense-iot-review-7492505)

#### What Are G2 Users Discussing About Exosite ExoSense IoT?

- [What is Exosite ExoSense IoT used for?](https://www.g2.com/discussions/what-is-exosite-exosense-iot-used-for) - 1 comment

### [Blue Bite](https://www.g2.com/products/blue-bite/reviews)

Our patented platform empowers creators to build dynamic digital experiences and channel them through physical items using technologies like NFC, QR and geofencing. Because physical things are made smarter, users can access valuable content with just a tap or scan of a smartphone.

**Average Rating:** 4.4/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate Blue Bite?

- **Ease of Use:** 7.5/10 (Category avg: 8.9/10)
- **Quality of Support:** 8.3/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Blue Bite?

- **Seller:** [Blue Bite](https://www.g2.com/sellers/blue-bite)
- **Year Founded:** 2007
- **HQ Location:** New York
- **Twitter:** @bluebite  
4,577 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e3135e770582accc09590e1891d51f1dad187fbd83be7da716aea8e5ca57e741&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbluebite%2F&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 60% Small, 30% Medium

#### What Do G2 Reviewers Say About Blue Bite?

_AI-generated summary from verified user reviews_

##### Pros

- Users value how Blue Bite's **business growth capabilities** enhance customer engagement and sales through direct channels.
- Users value the **enhanced consumer connection** that Blue Bite provides, enriching brand interactions and product decisions.
- Users love how Blue Bite enhances **customer engagement** , fostering direct connections and boosting sales through storytelling.
- Users value the **effective communication** capabilities of Blue Bite, enhancing client engagement and feedback collection.
- Users appreciate the **responsive customer support** of Blue Bite, valuing its helpful resources like tutorials and documentation.

##### Cons

- Users find the **UI complexity** and sign-up hassle detracting from their overall experience with Blue Bite.
- Users find the **UI complicated** , experiencing hassles during signup, indicating a need for better optimization.
- Users face **limited functionality** due to insufficient device support, demanding extra development efforts for compatibility.
- Users find the **limited templates** of Blue Bite restrict their creativity and design options.
- Users report **poor customer support** with Blue Bite, often finding it hard to get timely assistance.

#### What Are Recent G2 Reviews of Blue Bite?

**["Transforming Connectivity"](https://www.g2.com/survey_responses/blue-bite-review-8226833)**

**Rating:** 4.5/5.0 stars

_— Saya C._

[Read full review](https://www.g2.com/survey_responses/blue-bite-review-8226833)

**["Blue Bite - A comprehensive solution for digital experiences and customer engagement"](https://www.g2.com/survey_responses/blue-bite-review-8194298)**

**Rating:** 5.0/5.0 stars

_— Sayali C._

[Read full review](https://www.g2.com/survey_responses/blue-bite-review-8194298)

### [ATOm](https://www.g2.com/products/agiledge-solutions-atom/reviews)

Agiledge Solutions harnesses the power of Digitization, IOT, Location based Analytics and Artificial intelligence in its open, scalable and robust platform to provide “intelligent mobility solutions” of various kinds.

**Average Rating:** 4.4/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate ATOm?

- **Ease of Use:** 9.0/10 (Category avg: 8.9/10)
- **Quality of Support:** 8.5/10 (Category avg: 8.9/10)

#### Who Is the Company Behind ATOm?

- **Seller:** [Agiledge Solutions](https://www.g2.com/sellers/agiledge-solutions)
- **Year Founded:** 2011
- **HQ Location:** Bengaluru, IN
- **Twitter:** @AgiledgeS  
19 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dd4873e37a92ab81783136584402d2ad47e1bceafec9a9f1597d205f2ebd129d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fagiledgesolutions1%2F&secure%5Burl_type%5D=linkedin_company_website)  
25 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 42% Medium, 33% Small

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

**["Easy, Comprehensive and Daily usable product"](https://www.g2.com/survey_responses/atom-review-5360770)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/atom-review-5360770)

**["Experience of the ATOm"](https://www.g2.com/survey_responses/atom-review-5341994)**

**Rating:** 4.5/5.0 stars

_— Nuthan s._

[Read full review](https://www.g2.com/survey_responses/atom-review-5341994)

### [Initial State](https://www.g2.com/products/initial-state/reviews)

Initial State is an IoT platform for data visualizations. Stream data from your device and services to beautiful cloud-based data visualizations.

**Average Rating:** 4.6/5.0

**Total Reviews:** 9

#### How Do G2 Users Rate Initial State?

- **Ease of Use:** 9.2/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.0/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Initial State?

- **Seller:** [Initial State Technologies](https://www.g2.com/sellers/initial-state-technologies)
- **Year Founded:** 2012
- **HQ Location:** Nashville, US
- **Twitter:** @InitialState  
1,347 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2c49c82c078b9e036efe234340c7ae1d26eba476b46bf5dc273a6a938d9b2d88&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finitial-state-technologies%2F&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 44% Large, 33% Medium

#### What Are Recent G2 Reviews of Initial State?

**["Initial State Review"](https://www.g2.com/survey_responses/initial-state-review-10410379)**

**Rating:** 4.5/5.0 stars

_— Karthik M._

[Read full review](https://www.g2.com/survey_responses/initial-state-review-10410379)

**["Initial State review"](https://www.g2.com/survey_responses/initial-state-review-9891716)**

**Rating:** 4.5/5.0 stars

_— Vasanth Ram V._

[Read full review](https://www.g2.com/survey_responses/initial-state-review-9891716)

#### What Are G2 Users Discussing About Initial State?

- [What is Initial State used for?](https://www.g2.com/discussions/what-is-initial-state-used-for)

### [Minitab Connect](https://www.g2.com/products/minitab-connect/reviews)

Minitab Connect is a secure, cloud-based data integration and management platform that enables organizations to access, prepare, and combine data from across their business. It connects to a wide range of data sources such as databases, cloud applications, spreadsheets, and on-premise systems so that teams can create a single, reliable source of truth for analysis and reporting. With Minitab Connect, users can automate data pipelines, clean and transform data, and deliver ready-to-use datasets directly into Minitab solutions and other business tools. This helps eliminate manual data preparation, improve data accuracy, and accelerate time to insight, empowering teams to make faster, data-driven decisions.

**Average Rating:** 4.5/5.0

**Total Reviews:** 30

#### How Do G2 Users Rate Minitab Connect?

- **Ease of Use:** 8.8/10 (Category avg: 8.9/10)
- **Quality of Support:** 8.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Minitab Connect?

- **Seller:** [Minitab](https://www.g2.com/sellers/minitab-14ca02fe-fdeb-44c4-b0db-904058d0221b)
- **Company Website:** www.minitab.com
- **Year Founded:** 1972
- **HQ Location:** State College, Pennsylvania, United States
- **Twitter:** @Minitab  
5,017 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cb9bbbc84603b103c610db9cca13accdfdb6a18a954c1f68118a9aa45ae7e250&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F39142%2F&secure%5Burl_type%5D=linkedin_company_website)  
732 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 57% Large, 33% Medium

#### What Do G2 Reviewers Say About Minitab Connect?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Minitab Connect for its **ease of use** , featuring a user-friendly interface and abundant resources for learning.
- Users appreciate the **efficiency of data integration** in Minitab Connect, enabling seamless access to various data sources.
- Users appreciate the **easy integrations** of Minitab Connect, streamlining data access and enhancing analytical processes effortlessly.
- Users appreciate the **seamless data integration** capabilities of Minitab Connect, enhancing accessibility and analysis effortlessly.
- Users value the **seamless data integration** capabilities of Minitab Connect, enhancing accessibility and analysis efficiency.

##### Cons

- Users find the **high learning curve** of Minitab Connect challenging, requiring patience and time to master effectively.
- Users highlight a **high learning difficulty** with Minitab Connect, requiring patience and resources for effective use.
- Users face challenges with **poor visualization** in Minitab Connect, particularly with large datasets and complex transformations.
- Users face **visualization limitations** with Minitab Connect, particularly when handling large datasets and complex transformations.
- Users find the **complexity of data transformations** in Minitab Connect to be slow and challenging compared to competitors.

#### What Are Recent G2 Reviews of Minitab Connect?

**["Efficient Data Integration and Analysis with Minitab Connect"](https://www.g2.com/survey_responses/minitab-connect-review-8020975)**

**Rating:** 4.5/5.0 stars

_— job m._

[Read full review](https://www.g2.com/survey_responses/minitab-connect-review-8020975)

**["Minitab Connect"](https://www.g2.com/survey_responses/minitab-connect-review-11397004)**

**Rating:** 4.5/5.0 stars

_— Olena C._

[Read full review](https://www.g2.com/survey_responses/minitab-connect-review-11397004)

#### What Are G2 Users Discussing About Minitab Connect?

- [What are the benefits of Minitab?](https://www.g2.com/discussions/what-are-the-benefits-of-minitab)
- [What are two features of Minitab?](https://www.g2.com/discussions/what-are-two-features-of-minitab)
- [What are the features of Minitab?](https://www.g2.com/discussions/what-are-the-features-of-minitab)

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

About XMPro iBOS (Intelligent Business Operations Suite) XMPro iBOS is the world’s only AI-powered suite of tools and frameworks specifically designed to empower industrial companies to rapidly compose intelligent business operations and process solutions at scale. Founded in 2009, XMPro has been a pioneer in digital transformation, enabling clients to streamline operations, enhance efficiency, and achieve significant ROI. Our suite accelerates the journey toward becoming smart, connected enterprises. Why Choose XMPro iBOS? In today's fast-paced industrial landscape, companies face significant challenges in optimizing their operations and driving efficiency. Traditional operations management approaches are no longer sufficient. XMPro iBOS offers a comprehensive solution that integrates advanced AI, automation, and digital twins, empowering businesses to achieve rapid digital transformation. Key Features: Intelligence: XMPro's AI capabilities bring intelligence to solution building by leveraging machine learning, natural language processing, and predictive analytics. Automation: From human workflows to fully autonomous operations, XMPro spans the entire spectrum of automation. Digital Twin Scope: The digital twin scope ranges from discrete assets to systems of systems. Flexible Deployment: XMPro iBOS offers flexible deployment options—on-premise, cloud, or hybrid. Data streams can run on the edge for real-time analysis, ensuring seamless integration and optimized performance. Co-Pilot and GenAI Capabilities: XMPro’s Co-Pilot and GenAI capabilities enable users to interrogate real-time data and perform in-depth analysis effortlessly, providing immediate, actionable insights and recommendations. Unified Framework: XMPro allows companies to advance simultaneously across intelligence, automation, and digital twin dimensions, providing a flexible and scalable framework that adapts to evolving needs. This unified solution drives rapid digital transformation, optimizes processes, and fosters a comprehensive understanding of business operations. Real-World Applications: - Condition Monitoring: Monitor equipment health and performance in real-time to predict failures and reduce downtime. - Predictive Maintenance: Use AI and machine learning to forecast maintenance needs and prevent unexpected breakdowns. - Process Optimization: Improve efficiency and productivity by optimizing operational processes. - Energy Management: Enhance energy efficiency and reduce costs by monitoring and managing energy consumption. - Supply Chain Optimization: Streamline supply chain operations for better inventory management and faster delivery times. - Quality Control: Ensure high-quality production by monitoring and analyzing quality metrics in real-time. - Asset Management: Track and manage assets effectively to extend their lifespan and optimize utilization. - Environmental Monitoring: Monitor environmental parameters to ensure compliance and sustainability. - Production Scheduling: Optimize production schedules to maximize throughput and minimize delays. - Golden Batch: Achieve consistent and optimal production batches by analyzing and replicating best-performing batches. - Asset Performance Management (APM): Maximize asset reliability and performance through comprehensive monitoring and analysis. - Overall Equipment Effectiveness (OEE): Enhance equipment efficiency by measuring and improving availability, performance, and quality. - Environmental, Social, and Governance (ESG): Meet ESG goals by monitoring environmental impact, ensuring social responsibility, and maintaining governance standards. Transform Your Operations: Imagine a world where your operations are seamlessly integrated, and all your data flows freely across systems, providing real-time insights and a unified view of your business. With XMPro, this vision becomes a reality, transforming the future of industrial operations with smarter, more efficient processes powered by AI, automation, and digital twins. Get Started Today: Ready to transform your operations? Discover how XMPro iBOS can help you achieve rapid digital transformation, improve operational intelligence, and maintain a competitive edge. Visit our website for more information and schedule a demo today. For more information, visit www.xmpro.com.

**Average Rating:** 4.6/5.0

**Total Reviews:** 14

#### How Do G2 Users Rate XMPro?

- **Ease of Use:** 9.1/10 (Category avg: 8.9/10)
- **Quality of Support:** 8.7/10 (Category avg: 8.9/10)

#### Who Is the Company Behind XMPro?

- **Seller:** [XMPro](https://www.g2.com/sellers/xmpro)
- **Year Founded:** 2009
- **HQ Location:** Dallas, TX
- **Twitter:** @xmpro  
376 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fda0a46b11490c7fb64cce589782ab22ff43c98c30067ffee7cf39b3fd80a63c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fxmpro-inc%2F&secure%5Burl_type%5D=linkedin_company_website)  
51 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 36% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of XMPro, noting its user-friendly design and simple setup process.
- Users commend the **powerful data analysis** features of XMPro, which enhance decision-making and operational efficiency.
- Users commend the **exceptional customer support** of XMPro, offering assistance anytime through multiple channels for seamless experiences.
- Users find XMPro offers **easy implementation** , allowing seamless integration and efficient deployment across organizations.
- Users find XMPro's **powerful analytics and predictive features** greatly enhance decision-making and operational efficiency.

##### Cons

- Users find the **pricing model expensive** , citing high costs and additional fees impacting overall value.
- Users report **performance issues** with XMPro, noting slowdowns during peak hours and high user activity.
- Users find the **setup and configuration time-consuming** , which can hinder initial implementation without dedicated IT support.
- Users find the **complex setup** of XMPro iBOS challenging, especially without dedicated IT support for configuration.
- Users report **data management issues** with XMPro, citing inactivity fees and withdrawal delays as significant drawbacks.

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

**["XMPro Is Easy To Use And Integrate For Business Operations."](https://www.g2.com/survey_responses/xmpro-review-10755349)**

**Rating:** 4.0/5.0 stars

_— Washington J._

[Read full review](https://www.g2.com/survey_responses/xmpro-review-10755349)

**["Intelligent Analytics for Risk Mitigation"](https://www.g2.com/survey_responses/xmpro-review-10984358)**

**Rating:** 4.0/5.0 stars

_— Verified User in Banking_

[Read full review](https://www.g2.com/survey_responses/xmpro-review-10984358)

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

Connect to innovate with the Cumulocity AIoT Platform. Cumulocity is an enterprise-grade, hyperscaler-agnostic AIoT platform designed to connect assets securely, transform raw device data into actionable insights, and orchestrate innovation from the edge to the cloud. Whether you are launching connected smart products, driving operational efficiency, or rolling out predictive maintenance, Cumulocity bridges the gap between your operational technology (OT) and IT ecosystems. We empower businesses to build, deploy, and scale IoT solutions in weeks—not years—without the burden of building foundational infrastructure from scratch. Trusted by leading global enterprises managing millions of devices, Cumulocity provides the tools you need to: - Accelerate Time-to-Value: Launch connected solutions rapidly using out-of-the-box applications, self-service analytics, and low-code/no-code tooling. Empower front-line operations and line-of-business leaders without creating bottlenecks for software engineering teams. - Unlock New Revenue Streams: Seamlessly transition to novel business models like Equipment-as-a-Service (EaaS). Cumulocity offers comprehensive multi-tenancy and white-label capabilities, allowing you to provide fully branded, customer-centric portals to your own end-users. - Scale with Absolute Flexibility: Prevent vendor lock-in with a platform that is open by design. "Develop once, deploy anywhere" across the edge, private data centers, or any major public cloud (AWS, Azure, GCP). World-class, bulk device management makes onboarding and maintaining global fleets effortless. - Drive AI & Automation: Go beyond basic connectivity. Embed AI and machine learning models directly at the edge or in the cloud to drive real-time insights, automate decisions, and feed intelligent data directly into your CRM, ERP, or SCADA systems. Stop managing IoT plumbing and start driving business outcomes. Build your connected future with Cumulocity.

**Average Rating:** 4.3/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate Cumulocity?

- **Ease of Use:** 7.9/10 (Category avg: 8.9/10)
- **Quality of Support:** 8.8/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Cumulocity?

- **Seller:** [Cumulocity](https://www.g2.com/sellers/cumulocity)
- **Year Founded:** 2010
- **HQ Location:** Düsseldorf, North Rhine-Westphalia
- **Twitter:** @Cumulocity  
1,492 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2fd0cb1f1e2b376fd883024e43ee42a079acbb5fa13533a036506ee2cd2164c0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcumulocity%2F&secure%5Burl_type%5D=linkedin_company_website)  
197 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 46% Small, 31% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **excellent user interface** of Cumulocity, noting its user-friendly design and ease of integration.
- Users appreciate the **ease of use** of Cumulocity, highlighting its user-friendly interface and seamless integration capabilities.
- Users value the **easy integrations** of Cumulocity, allowing seamless connections across various applications for enhanced functionality.
- Users appreciate the **excellent dashboard interface** of Cumulocity, enhancing their overall user experience.
- Users praise the **excellent dashboard interface** of Cumulocity, enhancing their overall user experience significantly.

##### Cons

- Users find the **beginner difficulty** of Cumulocity challenging, often needing additional support for effective use.
- Users find **difficult customization** challenging, especially beginners, requiring significant IT involvement and better support options.
- Users find the **learning curve steep** , making it challenging for beginners to effectively utilize Cumulocity.
- Users find the **limited customization options** of Cumulocity challenging, especially for beginners needing assistance.
- Users find the **complexity of Cumulocity** challenging, especially for beginners needing support and customization help.

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

**["Excellent software and User friendly"](https://www.g2.com/survey_responses/cumulocity-review-10863396)**

**Rating:** 5.0/5.0 stars

_— abhishek q._

[Read full review](https://www.g2.com/survey_responses/cumulocity-review-10863396)

**["Easy to Manage and control assets"](https://www.g2.com/survey_responses/cumulocity-review-8578775)**

**Rating:** 5.0/5.0 stars

_— Dhiren G._

[Read full review](https://www.g2.com/survey_responses/cumulocity-review-8578775)

### [GE Vernova APM](https://www.g2.com/products/ge-vernova-apm/reviews)

GE Vernova Asset Performance Management (APM) is an advanced industrial software platform designed to assist organizations in monitoring, maintaining, and optimizing the performance of critical assets within energy and other asset-intensive sectors. By leveraging cutting-edge technologies such as Internet of Things (IoT) data, artificial intelligence (AI), machine learning (ML) analytics, and digital twin simulations, GE Vernova APM enables businesses to implement predictive maintenance strategies, minimize unplanned downtime, extend the lifespan of their assets, and enhance safety and compliance measures. The platform is particularly beneficial for a diverse range of industries, including energy production, manufacturing, and utilities, where asset reliability is paramount. Organizations that rely heavily on machinery and equipment can utilize GE Vernova APM to gain real-time insights into asset performance, facilitating informed decision-making and proactive management. This capability is essential for companies aiming to optimize their operations while navigating the complexities of regulatory compliance and sustainability initiatives. GE Vernova APM features a modular suite of applications that encompass various aspects of asset management, including asset health monitoring, reliability assessments, performance intelligence, strategy management, integrity checks, and inspections. This comprehensive approach allows users to tailor the platform to their specific needs, whether they require on-premises deployment or prefer the flexibility of cloud-based solutions through APM Essentials. Furthermore, the platform seamlessly integrates with existing IT and operational technology (OT) systems, such as Enterprise Asset Management (EAM), Computerized Maintenance Management Systems (CMMS), and Supervisory Control and Data Acquisition (SCADA) systems. One of the key benefits of using GE Vernova APM is its ability to significantly lower operating costs while enhancing asset availability. By implementing predictive maintenance techniques, organizations can identify potential issues before they escalate into costly failures, thereby reducing maintenance expenses and downtime. Additionally, the platform supports companies in meeting regulatory requirements and sustainability goals by improving operational efficiency and minimizing emissions, aligning with the growing emphasis on environmental responsibility in industrial operations. Overall, GE Vernova APM stands out as a robust solution for organizations seeking to enhance their asset management practices. Its integration of IoT, AI, and digital twins not only provides actionable insights but also empowers businesses to make data-driven decisions that lead to improved performance and long-term asset sustainability.

**Average Rating:** 4.4/5.0

**Total Reviews:** 63

#### How Do G2 Users Rate GE Vernova APM?

- **Ease of Use:** 8.0/10 (Category avg: 8.9/10)
- **Quality of Support:** 8.4/10 (Category avg: 8.9/10)

#### Who Is the Company Behind GE Vernova APM?

- **Seller:** [GE Vernova](https://www.g2.com/sellers/ge-vernova)
- **Company Website:** www.gevernova.com
- **HQ Location:** Cambridge, MA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ea8fdb9d4155e9d11fb216c4602b7ebb9d61e70ae5c92430d1f247d364d258be&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Fgevernova-power-software%2F&secure%5Burl_type%5D=linkedin_company_website)
- **Ownership:** NYSE:GEV

#### Who Uses This Product?

- **Top Industries:** Oil & Energy, Chemicals
- **Company Size:** 41% Large, 35% Medium

#### What Do G2 Reviewers Say About GE Vernova APM?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **holistic data management** approach of GE Vernova APM, enhancing operational reliability and asset performance.
- Users commend the **exceptional customer support** from GE Vernova, noting their professionalism and responsiveness in resolving issues.
- Users commend the **user-friendly interface** of GE Vernova APM, facilitating easy navigation and efficient asset management.
- Users value the **intuitive design and robust support** of GE Vernova APM, which enhances asset management efficiency.
- Users praise the **diversified technology portfolio** of GE Vernova, enhancing flexibility and reliability in energy solutions.

##### Cons

- Users experience **poor support** , including long response times and unhelpful representatives lacking necessary background information.
- Users highlight the need for **improved customer support** , noting long response times and inadequate technician availability for urgent needs.
- Users find the **difficult learning** curve of GE Vernova APM impacts their ability to use the product effectively.
- Users report **data management issues** with GE Vernova APM, citing difficulties with flexibility and system effectiveness.
- Users find the **learning curve steep** , requiring significant time and technical expertise to fully utilize GE Vernova APM.

#### What Are Recent G2 Reviews of GE Vernova APM?

**["Flexible, Configurable Policies Power Custom Reliability Automation"](https://www.g2.com/survey_responses/ge-vernova-apm-review-13121208)**

**Rating:** 4.5/5.0 stars

_— Eymen K._

[Read full review](https://www.g2.com/survey_responses/ge-vernova-apm-review-13121208)

**["Use of APM on GE heavy duty gas turbines"](https://www.g2.com/survey_responses/ge-vernova-apm-review-11853737)**

**Rating:** 5.0/5.0 stars

_— Donald D._

[Read full review](https://www.g2.com/survey_responses/ge-vernova-apm-review-11853737)

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

ThingsBoard is a powerful open-source IoT platform that enables seamless device connectivity, real-time data processing, visualization, and remote management at scale. Built to support standard IoT protocols like MQTT, CoAP, LWM2M and HTTP, it offers broad device compatibility and supports cloud, hybrid, and on-premises deployments. Engineered for demanding use cases in energy, agriculture, telecom, healthcare, retail, and Industry 4.0, ThingsBoard combines enterprise-grade performance with flexibility and ease of integration. The platform’s advanced SCADA capabilities allow users to build modern, interactive supervisory control and data acquisition systems using configurable dashboards, alarms, control widgets, and real-time telemetry. With custom rule chains, automated command execution, and remote control interfaces, ThingsBoard supports mission-critical industrial automation scenarios with minimal development overhead. Key platform features include: - Scalable data ingestion and analytics - Interactive dashboards and customizable widgets - Advanced SCADA capabilities - White-labeling and role-based access control - Integrations with external systems - Mobile app for real-time monitoring and alerts - Industry-tailored solution templates to jumpstart deployment Trusted by thousands of companies worldwide, ThingsBoard combines openness, performance, and enterprise-grade reliability, making IoT adoption faster, safer, and more affordable.

**Average Rating:** 4.5/5.0

**Total Reviews:** 7

#### How Do G2 Users Rate ThingsBoard?

- **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 ThingsBoard?

- **Seller:** [ThingsBoard](https://www.g2.com/sellers/thingsboard)
- **Year Founded:** 2016
- **HQ Location:** New York, US
- **Twitter:** @thingsboard  
1,669 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ddb02b9047d727ba58aa99ac2e87b2f6bc44f8cfedb142b929c95ee4ca0c5d73&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fthingsboard%2F&secure%5Burl_type%5D=linkedin_company_website)  
92 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 63% Small, 25% Medium

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

**["One IoT platform to rule them all!"](https://www.g2.com/survey_responses/thingsboard-review-13077469)**

**Rating:** 5.0/5.0 stars

_— Elie T._

[Read full review](https://www.g2.com/survey_responses/thingsboard-review-13077469)

**["Open Source Perfection with Outstanding Support"](https://www.g2.com/survey_responses/thingsboard-review-12563564)**

**Rating:** 5.0/5.0 stars

_— Lucas H._

[Read full review](https://www.g2.com/survey_responses/thingsboard-review-12563564)

### [Ayla IoT Platform](https://www.g2.com/products/ayla-networks-ayla-iot-platform/reviews)

Ayla's Agile Mobile Application Platform (AMAP) jump-starts the development of iOS and Android apps for controlling IoT devices of any kind.

**Average Rating:** 4.3/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate Ayla IoT Platform?

- **Ease of Use:** 9.2/10 (Category avg: 8.9/10)
- **Quality of Support:** 8.6/10 (Category avg: 8.9/10)

#### Who Is the Company Behind Ayla IoT Platform?

- **Seller:** [Ayla Networks](https://www.g2.com/sellers/ayla-networks)
- **Year Founded:** 2010
- **HQ Location:** San Jose, US
- **Twitter:** @aylanetworks  
1,518 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=24857f70dd88dc658d5e1026e0dddf1b176c8e07d47a5da7c4f797f241149a3f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fayla-networks%2F&secure%5Burl_type%5D=linkedin_company_website)  
149 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 69% Small, 15% Large

#### What Are Recent G2 Reviews of Ayla IoT Platform?

**["One of the best cloud platforms for IoT"](https://www.g2.com/survey_responses/ayla-iot-platform-review-7310534)**

**Rating:** 5.0/5.0 stars

_— ISAIAS G._

[Read full review](https://www.g2.com/survey_responses/ayla-iot-platform-review-7310534)

**["easy to use"](https://www.g2.com/survey_responses/ayla-iot-platform-review-5317713)**

**Rating:** 5.0/5.0 stars

_— Ahmed A._

[Read full review](https://www.g2.com/survey_responses/ayla-iot-platform-review-5317713)

#### What Are G2 Users Discussing About Ayla IoT Platform?

- [What is Ayla IoT Platform used for?](https://www.g2.com/discussions/what-is-ayla-iot-platform-used-for)

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

WebNMS IoT is an enterprise-scale Internet of Things platform that maximizes the potential of connected business infrastructure. It is a mature, unified solution that provides high-volume, high-drill down Internet of Things services across enterprise divisions, from scratch to finish.

**Average Rating:** 4.8/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate WebNMS?

- **Ease of Use:** 9.0/10 (Category avg: 8.9/10)
- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)

#### Who Is the Company Behind WebNMS?

- **Seller:** [WebNMS](https://www.g2.com/sellers/webnms)
- **Year Founded:** 2002
- **HQ Location:** Pleasanton, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0f8e77ff0dbe8c75beeb0c94dad57b607b65971a5db0a5fc864fa6a2f8b9263c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwebnms-company%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

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

**[""Super quick connectivity with WebNMS.""](https://www.g2.com/survey_responses/webnms-review-9794438)**

**Rating:** 5.0/5.0 stars

_— Milka A._

[Read full review](https://www.g2.com/survey_responses/webnms-review-9794438)

**[""What A Marvel Experience With WebNMS""](https://www.g2.com/survey_responses/webnms-review-8557182)**

**Rating:** 5.0/5.0 stars

_— Brian M._

[Read full review](https://www.g2.com/survey_responses/webnms-review-8557182)

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

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