# Best IoT Analytics Platforms - Page 2

*By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)*


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






## 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=16103&focus%5B%5D=52128)
Highlighted products: Insights Hub, TagoIO, Rayven, TRACTIAN, SAP Business Technology Platform, Google Cloud IoT Core, ThingSpeak, 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=thingspeak&focus%5B%5D=aws-iot-analytics)


## How Many IoT Analytics Platforms Products Does G2 Track?
**Total Products under this Category:** 140

### Category Stats (Jul 2026)
- **Average Rating**: 4.41/5 (↑0.01 vs Jun 2026) 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: July 14, 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
- 140+ 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.


## Which IoT Analytics Platforms Is Best for Your Use Case?

- **Leader:** [Insights Hub](https://www.g2.com/products/siemens-digital-industries-software-insights-hub/reviews)
- **Highest Performer:** [dataPARC](https://www.g2.com/products/dataparc/reviews)
- **Easiest to Use:** [dataPARC](https://www.g2.com/products/dataparc/reviews)
- **Top Trending:** [ThingSpeak](https://www.g2.com/products/thingspeak/reviews)
- **Best Free Software:** [SAP Business Technology Platform](https://www.g2.com/products/sap-business-technology-platform/reviews)


---

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[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1772&secure%5Bchosen_at%5D=2026-07-15T02%3A47%3A47Z&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=139341&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%3Fopen_modal_url%3D%252Fproducts%252Fthingspeak%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fiot-analytics-platforms%2526source%253Dcategory&secure%5Btoken%5D=6aa930724371a6a5bc3b7b8cb5f331b038bf44f36a09a1404ec8b15045fe8cd0&secure%5Burl%5D=https%3A%2F%2Fwww.onomondo.com%2F&secure%5Burl_type%5D=company_website)

---

## What Are the Top-Rated IoT Analytics Platforms Products in 2026?
### 1. [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:** https://www.linkedin.com/company/cumulocity/ (197 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 46% Small-Business, 31% Enterprise


#### What Are Cumulocity's Pros and Cons?

**Pros:**

- User Interface (3 reviews)
- Ease of Use (2 reviews)
- Easy Integrations (2 reviews)
- Dashboard Management (1 reviews)
- Dashboards (1 reviews)

**Cons:**

- Beginner Difficulty (2 reviews)
- Difficult Customization (2 reviews)
- Learning Curve (2 reviews)
- Limited Customization (2 reviews)
- Complexity (1 reviews)


### What Do G2 Reviewers Say About Cumulocity?
*AI-generated summary from verified user reviews*

**Pros:**

- Users commend the **excellent user interface** of Cumulocity, noting its ease of use and seamless integration capabilities.
- Users appreciate the **ease of use** of Cumulocity, finding it user-friendly and simple to integrate with other applications.
- Users value the **easy integrations** of Cumulocity, enabling seamless connectivity for efficient application management and analysis.
- Users praise the **excellent dashboard management** in Cumulocity, enhancing their overall user experience significantly.
- Users praise the **excellent dashboards** in Cumulocity, highlighting their intuitive design and usability.

**Cons:**

- Users find **beginner difficulty** in Cumulocity, highlighting the need for improved support and simpler customization options.
- Users find **difficult customization** in Cumulocity, particularly challenging for beginners and often requiring dedicated IT support.
- Users find the **learning curve steep** , especially for beginners who may struggle without adequate support and resources.
- Users find the **limited customization** of Cumulocity challenging, particularly for beginners requiring extensive support.
- Users find the **complexity** of Cumulocity challenging, especially for beginners needing more support and customization ease.

#### 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)

---



### 2. [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:** 62
**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:** https://www.gevernova.com/
- **HQ Location:** Cambridge, MA
- **LinkedIn® Page:** https://www.linkedin.com/showcase/gevernova-power-software/
- **Ownership:** NYSE:GEV

**Who Uses This Product?**
- **Top Industries:** Oil & Energy, Chemicals
- **Company Size:** 42% Enterprise, 34% Mid-Market


#### What Are GE Vernova APM's Pros and Cons?

**Pros:**

- Data Management (12 reviews)
- Customer Support (11 reviews)
- Ease of Use (11 reviews)
- Asset Management (9 reviews)
- Features (9 reviews)

**Cons:**

- Poor Support (10 reviews)
- Poor Customer Support (9 reviews)
- Difficult Learning (7 reviews)
- Data Management Issues (6 reviews)
- Learning Curve (6 reviews)


### What Do G2 Reviewers Say About GE Vernova APM?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **seamless data integration** of GE Vernova APM, enhancing operational efficiency and informed decision-making.
- Users commend the **exceptional customer support** by GE Vernova, highlighting responsiveness and professionalism in addressing needs.
- Users highlight the **user-friendly interface** of GE Vernova APM, making navigation and feature utilization a breeze.
- Users value the **holistic approach and seamless integration** of GE Vernova APM, enhancing asset management efficiency.
- Users value the **comprehensive technology portfolio** of GE Vernova, enhancing energy solutions with innovative and diverse offerings.

**Cons:**

- Users report **poor support** , citing long response times and representatives lacking essential background on APM issues.
- Users face challenges with **poor customer support** , experiencing long response times and lack of informed assistance.
- Users find the **difficult learning curve** of GE Vernova APM challenging, especially due to its extensive modules and training needs.
- Users face **data management issues** with GE Vernova, struggling with flexibility and reliability in the digital system.
- Users find the **learning curve steep** , requiring significant time and technical expertise for effective implementation and use.

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

**"[Streamlined Maintenance with User-Friendly Interface](https://www.g2.com/survey_responses/ge-vernova-apm-review-12807942)"**

**Rating:** 4.5/5.0 stars
*— Jalpan U.*

[Read full review](https://www.g2.com/survey_responses/ge-vernova-apm-review-12807942)

---

**"[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)

---



### 3. [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:** https://www.linkedin.com/company/thingsboard/ (92 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 63% Small-Business, 25% Mid-Market



#### 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)

---



### 4. [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:** https://www.linkedin.com/company/ayla-networks/ (149 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 69% Small-Business, 15% Mid-Market



#### 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)

### 5. [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:** https://www.linkedin.com/company/webnms-company/about/ (2 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Enterprise, 50% Mid-Market



#### 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)

---



### 6. [FLiQ](https://www.g2.com/products/fliq/reviews)
FliQ is a modular production process management and data visualization platform for manufacturing and assembling industries.


**Average Rating:** 4.1/5.0
**Total Reviews:** 4
**How Do G2 Users Rate FLiQ?**

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

**Who Is the Company Behind FLiQ?**

- **Seller:** [Fliq](https://www.g2.com/sellers/fliq)
- **Year Founded:** 2013
- **HQ Location:** Vaasa, FI
- **LinkedIn® Page:** https://www.linkedin.com/company/fliqoy/ (16 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 75% Mid-Market, 25% Enterprise



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

**"[Elevated production rates and company efficiency](https://www.g2.com/survey_responses/fliq-review-10351067)"**

**Rating:** 4.0/5.0 stars
*— Michelle C.*

[Read full review](https://www.g2.com/survey_responses/fliq-review-10351067)

---

**"[Impactful production management platform](https://www.g2.com/survey_responses/fliq-review-9935772)"**

**Rating:** 4.0/5.0 stars
*— Roman Y.*

[Read full review](https://www.g2.com/survey_responses/fliq-review-9935772)

---



### 7. [Foghub](https://www.g2.com/products/foghub/reviews)
IT-OT Integration, Manufacturing Data Engineering, Edge Analytics, Edge Intelligence, and Fog Computing Platform Foghub is an IT-OT Integration, Manufacturing Data Engineering, Edge Analytics, Edge Intelligence, Operational Intelligence and Fog Computing Platform for manufacturing organizations and original equipment manufacturers. Foghub acts as a perfect machine connectivity, data integration and data engineering platform by automating collection & analysis of machine data, offering real time intelligence, operational alerts by data engineering, transformations, advanced edge analytics, ML and deep learning. Foghub focuses on basics of achieving true digital transformation. Helps make the most of the manufacturing (asset/process) or operations data, by transforming, feeding/loading the data directly, in the most relevant format and at the right time (with out of the box connectivity) to most popular ERP Systems, Cloud Databases, Big data analytics software & BI platforms. Helps offer offer meaningful and relevant insights to various stakeholders as per their needs.


**Average Rating:** 4.8/5.0
**Total Reviews:** 4
**How Do G2 Users Rate Foghub?**

- **Ease of Use:** 10.0/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.6/10 (Category avg: 8.9/10)

**Who Is the Company Behind Foghub?**

- **Seller:** [Foghub](https://www.g2.com/sellers/foghub)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 75% Mid-Market, 25% Small-Business



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

**"[Foghub-Data Analysis in a second](https://www.g2.com/survey_responses/foghub-review-9517969)"**

**Rating:** 5.0/5.0 stars
*— Vishal A.*

[Read full review](https://www.g2.com/survey_responses/foghub-review-9517969)

---

**"[best data Analytics tools](https://www.g2.com/survey_responses/foghub-review-9517946)"**

**Rating:** 5.0/5.0 stars
*— Lokesh S.*

[Read full review](https://www.g2.com/survey_responses/foghub-review-9517946)

---



### 8. [Guidewheel](https://www.g2.com/products/guidewheel/reviews)
Guidewheel is on a mission to empower all the world’s factories to reach sustainable peak performance. Inspired by the simple, universal truth that every machine on the factory floor has a power cord, our plug-and-play FactoryOps platform makes the power of the cloud accessible to any factory. Guidewheel clips onto any machine to turn its real-time “heartbeat” into a connected, actively learning system that empowers teams to reduce lost production time, increase throughput, and perform better and better over time. At Guidewheel we work with the factories that are the backbone of our economy, and you can have a real, on-the-ground impact right away. We have strong momentum and alignment around our mission, investor support, and a culture that values diversity, growth mindset, and results. And the tight link between our mission and our business model means that reaching more of the world’s 10 million factories accelerates our positive impact on the planet. With backing from Greycroft, Breakthrough Energy Ventures, and other top investors, we're opening up a number of exciting opportunities to lead and have a real, immediate impact on both our growing team and the factories that are the backbone of the economy.


**Average Rating:** 4.7/5.0
**Total Reviews:** 11
**How Do G2 Users Rate Guidewheel?**

- **Ease of Use:** 9.7/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.8/10 (Category avg: 8.9/10)

**Who Is the Company Behind Guidewheel?**

- **Seller:** [Guidewheel](https://www.g2.com/sellers/guidewheel)
- **Company Website:** https://go.guidewheel.com/oee
- **Year Founded:** 2018
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/guidewheel (101 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 73% Mid-Market, 18% Enterprise


#### What Are Guidewheel's Pros and Cons?

**Pros:**

- Customer Support (8 reviews)
- Ease of Use (7 reviews)
- Tracking (4 reviews)
- Tracking Efficiency (4 reviews)
- Automation (3 reviews)

**Cons:**

- Complex Usability (1 reviews)
- Confusion (1 reviews)
- Export Issues (1 reviews)
- Poor Reporting (1 reviews)


### What Do G2 Reviewers Say About Guidewheel?
*AI-generated summary from verified user reviews*

**Pros:**

- Users praise the **excellent customer support** of Guidewheel for enhancing their implementation experience and resolution of issues.
- Users find Guidewheel to be **very easy to use and install** , enhancing efficiency and integration with existing systems.
- Users value the **remote tracking capabilities** of Guidewheel, enhancing productivity and communication effectively across teams.
- Users value the **tracking efficiency** of Guidewheel, enabling real-time monitoring and improved maintenance management.
- Users appreciate the **automation capabilities** of Guidewheel, enhancing tracking, communication, and overall operational efficiency.

**Cons:**

- Users struggle with **complex usability** due to missing item descriptions and issues with reporting functionality.
- Users experience **confusion** due to missing item descriptions in orders and incomplete graphic reports in prints and exports.
- Users find the **export issues** frustrating, particularly with missing graph values in printed reports.
- Users express frustration with **poor reporting** , as item descriptions are missing and graphic reports lack exportable values.

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

**"[Accessible, Cost-Effective OEE Data Without Complex PLC Integrations](https://www.g2.com/survey_responses/guidewheel-review-12993832)"**

**Rating:** 5.0/5.0 stars
*— Chase B.*

[Read full review](https://www.g2.com/survey_responses/guidewheel-review-12993832)

---

**"[Simple to Install, Cost-Effective, and Always Improving](https://www.g2.com/survey_responses/guidewheel-review-13021724)"**

**Rating:** 5.0/5.0 stars
*— T S.*

[Read full review](https://www.g2.com/survey_responses/guidewheel-review-13021724)

---



### 9. [AT&T IoT Platform](https://www.g2.com/products/at-t-iot-platform/reviews)
Fully managed cloud services and connectivity for IoT solution developers


**Average Rating:** 3.7/5.0
**Total Reviews:** 3
**How Do G2 Users Rate AT&T IoT Platform?**

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

**Who Is the Company Behind AT&T IoT Platform?**

- **Seller:** [AT&T Inc.](https://www.g2.com/sellers/at-t-inc)
- **Year Founded:** 1876
- **HQ Location:** Dallas, TX
- **Twitter:** @ATT (876,351 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/att/ (190,948 employees on LinkedIn®)
- **Ownership:** NYSE: T

**Who Uses This Product?**
- **Company Size:** 67% Mid-Market, 33% Enterprise



#### What Are Recent G2 Reviews of AT&T IoT Platform?

**"[Platform that facilitates communications under a global scheme](https://www.g2.com/survey_responses/at-t-iot-platform-review-843004)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Higher Education*

[Read full review](https://www.g2.com/survey_responses/at-t-iot-platform-review-843004)

---

**"[Administration Associate ](https://www.g2.com/survey_responses/at-t-iot-platform-review-844986)"**

**Rating:** 4.0/5.0 stars
*— Thanya D.*

[Read full review](https://www.g2.com/survey_responses/at-t-iot-platform-review-844986)

---


#### What Are G2 Users Discussing About AT&T IoT Platform?

- [What is AT&T IoT Platform used for?](https://www.g2.com/discussions/what-is-at-t-iot-platform-used-for)

### 10. [Bosch IoT Suite](https://www.g2.com/products/bosch-iot-suite/reviews)
Make the IoT the backbone of your business success! Connected products and services combined with continuous data-driven improvements and Artificial Intelligence (AI) capabilities will shape your value creation process. Bosch IoT Suite is made for these requirements: as an open, flexible, and scalable solution, it benefits both your own and your customers’ business models. Bosch IoT Suite gives you maximum freedom of choice to manage your customized IoT applications in line with existing routines, processes, and data. Profit from the high Bosch security standards and our long-term experience in different business domains. We will be happy to support you in optimizing and expanding your business ideas and IoT projects. Today, Bosch IoT Suite already connects more than 15 million devices, and counting.


**Average Rating:** 4.3/5.0
**Total Reviews:** 10
**How Do G2 Users Rate Bosch IoT Suite?**

- **Ease of Use:** 8.1/10 (Category avg: 8.9/10)
- **Quality of Support:** 7.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Bosch IoT Suite?**

- **Seller:** [Bosch](https://www.g2.com/sellers/bosch)
- **HQ Location:** Berlin, DE
- **Twitter:** @BoschGlobal (240,810 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/37795920 (91 employees on LinkedIn®)
- **Ownership:** NSE: BOSCHLTD

**Who Uses This Product?**
- **Company Size:** 50% Enterprise, 30% Mid-Market



#### What Are Recent G2 Reviews of Bosch IoT Suite?

**"[It’s a very helpful tool.](https://www.g2.com/survey_responses/bosch-iot-suite-review-8529054)"**

**Rating:** 4.5/5.0 stars
*— Gustavo F.*

[Read full review](https://www.g2.com/survey_responses/bosch-iot-suite-review-8529054)

---

**"[Excellent](https://www.g2.com/survey_responses/bosch-iot-suite-review-8562804)"**

**Rating:** 4.5/5.0 stars
*— Srabani H.*

[Read full review](https://www.g2.com/survey_responses/bosch-iot-suite-review-8562804)

---


#### What Are G2 Users Discussing About Bosch IoT Suite?

- [What is Bosch IoT Suite used for?](https://www.g2.com/discussions/what-is-bosch-iot-suite-used-for)

### 11. [C3 Sensor Health](https://www.g2.com/products/c3-sensor-health/reviews)
Ensure the operational health and optimal deployment of IoT sensor devices with machine learning


**Average Rating:** 3.8/5.0
**Total Reviews:** 4
**How Do G2 Users Rate C3 Sensor Health?**

- **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 C3 Sensor Health?**

- **Seller:** [C3.ai](https://www.g2.com/sellers/c3-ai)
- **Year Founded:** 2009
- **HQ Location:** Redwood City, CA
- **Twitter:** @C3IoT (76 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/c3-ai/ (1,140 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Small-Business, 25% Enterprise



#### What Are Recent G2 Reviews of C3 Sensor Health?

**"[C3 Sensor Health is a software which made connecting iOT with applications very easy.](https://www.g2.com/survey_responses/c3-sensor-health-review-7309777)"**

**Rating:** 4.0/5.0 stars
*— Madhav Z.*

[Read full review](https://www.g2.com/survey_responses/c3-sensor-health-review-7309777)

---

**"[Easy tool to monitor the health of sensors across devices](https://www.g2.com/survey_responses/c3-sensor-health-review-7283393)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Hospital & Health Care*

[Read full review](https://www.g2.com/survey_responses/c3-sensor-health-review-7283393)

---



### 12. [Cisco Spaces](https://www.g2.com/products/cisco-spaces/reviews)
Cisco Spaces is a cloud platform that connects people & things with spaces to transform buildings into smart spaces. Using the power of Cisco devices as sensors (Catalyst, Meraki, Webex) and the Spaces ecosystem, the platform aims to make buildings safe, smart, sustainable, and seamless. Cisco Spaces harnesses the power of Cisco hardware and sensors (Catalyst, Meraki, Webex) making buildings safe, smart and sustainable with seamless people experiences.


**Average Rating:** 4.5/5.0
**Total Reviews:** 13
**How Do G2 Users Rate Cisco Spaces?**

- **Ease of Use:** 8.7/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.5/10 (Category avg: 8.9/10)

**Who Is the Company Behind Cisco Spaces?**

- **Seller:** [Cisco](https://www.g2.com/sellers/cisco)
- **Year Founded:** 1984
- **HQ Location:** San Jose, CA
- **Twitter:** @Cisco (720,366 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/cisco/ (95,545 employees on LinkedIn®)
- **Ownership:** NASDAQ:CSCO

**Who Uses This Product?**
- **Company Size:** 62% Small-Business, 23% Mid-Market



#### What Are Recent G2 Reviews of Cisco Spaces?

**"[Easy Insights with Real-Time Location Analytics](https://www.g2.com/survey_responses/cisco-spaces-review-9804307)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Telecommunications*

[Read full review](https://www.g2.com/survey_responses/cisco-spaces-review-9804307)

---

**"[CMX Review](https://www.g2.com/survey_responses/cisco-spaces-review-7543016)"**

**Rating:** 4.5/5.0 stars
*— NATALIA C.*

[Read full review](https://www.g2.com/survey_responses/cisco-spaces-review-7543016)

---


#### What Are G2 Users Discussing About Cisco Spaces?

- [What is CMX network?](https://www.g2.com/discussions/what-is-cmx-network)
- [What is CMX Engage?](https://www.g2.com/discussions/what-is-cmx-engage)
- [What is Cisco CMX used for?](https://www.g2.com/discussions/what-is-cisco-cmx-used-for)
- [What are three features of Cisco CMX?](https://www.g2.com/discussions/what-are-three-features-of-cisco-cmx)

### 13. [Knowi](https://www.g2.com/products/knowi/reviews)
Knowi is an end-to-end AI-powered analytics platform designed for modern data, enabling enterprises of all sizes to dramatically accelerate the journey from raw data to actionable insights. With native integration to virtually any data source—including SQL, NoSQL (MongoDB, Elasticsearch, InfluxDB), REST APIs, cloud databases, and documents—Knowi eliminates the need for complex data transformation processes required by alternative solutions. Data teams can integrate, blend, visualize, and analyze data from any source 10X faster, all within a single platform. They can then leverage AI to uncover insights, embed analytics into applications, share dashboards with business users, and automate reporting.


**Average Rating:** 4.9/5.0
**Total Reviews:** 27
**How Do G2 Users Rate Knowi?**

- **Ease of Use:** 9.0/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.8/10 (Category avg: 8.9/10)

**Who Is the Company Behind Knowi?**

- **Seller:** [Knowi](https://www.g2.com/sellers/knowi)
- **Year Founded:** 2015
- **HQ Location:** Oakland, California
- **Twitter:** @knowico (2,636 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3675224/ (23 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 48% Small-Business, 37% Mid-Market


#### What Are Knowi's Pros and Cons?

**Pros:**

- Customer Support (4 reviews)
- Business Growth (3 reviews)
- AI Capabilities (2 reviews)
- Automation (2 reviews)
- Ease of Use (2 reviews)

**Cons:**

- Learning Curve (2 reviews)
- Lack of Guidance (1 reviews)
- Lack of Tutorials (1 reviews)


### What Do G2 Reviewers Say About Knowi?
*AI-generated summary from verified user reviews*

**Pros:**

- Users commend Knowi's **responsive and knowledgeable customer support** , highlighting exceptional onboarding and proactive assistance throughout their journey.
- Users commend Knowi for its **exceptional customer support and responsiveness** , ensuring a seamless integration and business growth.
- Users commend Knowi for its **powerful AI capabilities** that enhance data analytics and reporting experiences effectively.
- Users praise Knowi for its **automation capabilities** , significantly reducing manual data management and enhancing reporting efficiency.
- Users find Knowi's **ease of use** exceptional, with intuitive dashboarding and responsive support enhancing their experience remarkably.

**Cons:**

- Users note a **steep learning curve** with Knowi, particularly in mastering advanced features and structuring queries effectively.
- Users find a **lack of guidance** for API connections, making initial setup with Knowi time-consuming and challenging.
- Users find a **lack of tutorials** for API connections, making initial setup time-consuming and challenging with Knowi.

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

**"[Intuitive Dashboarding with Exceptional Support](https://www.g2.com/survey_responses/knowi-review-12378559)"**

**Rating:** 5.0/5.0 stars
*— Jose D.*

[Read full review](https://www.g2.com/survey_responses/knowi-review-12378559)

---

**"[Chief Executive Officer](https://www.g2.com/survey_responses/knowi-review-12447928)"**

**Rating:** 5.0/5.0 stars
*— Paul N.*

[Read full review](https://www.g2.com/survey_responses/knowi-review-12447928)

---



### 14. [MODE](https://www.g2.com/products/mode/reviews)
Full-featured IoT cloud platform helping connect your devices.


**Average Rating:** 4.2/5.0
**Total Reviews:** 3
**How Do G2 Users Rate MODE?**

- **Ease of Use:** 9.4/10 (Category avg: 8.9/10)
- **Quality of Support:** 7.2/10 (Category avg: 8.9/10)

**Who Is the Company Behind MODE?**

- **Seller:** [MODE](https://www.g2.com/sellers/mode-2e62e24b-9564-43e7-a6ef-48c59d784f20)
- **Year Founded:** 2014
- **HQ Location:** San Mateo, US
- **Twitter:** @tinkermode (197 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/mode-inc-/ (56 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 67% Enterprise, 33% Mid-Market



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

**"[User friendly](https://www.g2.com/survey_responses/mode-review-5329149)"**

**Rating:** 4.5/5.0 stars
*— JAYAKUMAR M.*

[Read full review](https://www.g2.com/survey_responses/mode-review-5329149)

---

**"[Great experience. Easy to use platform & tool](https://www.g2.com/survey_responses/mode-review-6754105)"**

**Rating:** 4.5/5.0 stars
*— Rahul R.*

[Read full review](https://www.g2.com/survey_responses/mode-review-6754105)

---



### 15. [Apache iota](https://www.g2.com/products/apache-iota/reviews)
Apache iota is an effort undergoing incubation at Apache Software Foundation (ASF), sponsored by the Incubator.


**Average Rating:** 3.5/5.0
**Total Reviews:** 2
**How Do G2 Users Rate Apache iota?**

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

**Who Is the Company Behind Apache iota?**

- **Seller:** [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation)
- **Year Founded:** 1999
- **HQ Location:** Wakefield, MA
- **Twitter:** @TheASF (66,168 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/215982/ (2,470 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



#### What Are Recent G2 Reviews of Apache iota?

**"[Impossible to secure](https://www.g2.com/survey_responses/apache-iota-review-999756)"**

**Rating:** 4.0/5.0 stars
*— Jake S.*

[Read full review](https://www.g2.com/survey_responses/apache-iota-review-999756)

---


#### What Are G2 Users Discussing About Apache iota?

- [What is Apache iota used for?](https://www.g2.com/discussions/what-is-apache-iota-used-for)

### 16. [BellaDati](https://www.g2.com/products/belladati/reviews)
Agile analytics and reporting tool, which enables business users to make informed decisions from real-time business data


**Average Rating:** 3.5/5.0
**Total Reviews:** 4
**How Do G2 Users Rate BellaDati?**

- **Ease of Use:** 8.3/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.4/10 (Category avg: 8.9/10)

**Who Is the Company Behind BellaDati?**

- **Seller:** [BellaDati](https://www.g2.com/sellers/belladati)
- **Year Founded:** 2013
- **HQ Location:** Singapore, SG
- **Twitter:** @BellaDati (291 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/belladati (14 employees on LinkedIn®)
- **Phone:** 866-668-0180

**Who Uses This Product?**
- **Company Size:** 50% Enterprise, 50% Small-Business



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

**"[Very powerful BI tool at a fraction of the cost.](https://www.g2.com/survey_responses/belladati-review-412356)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Computer Software*

[Read full review](https://www.g2.com/survey_responses/belladati-review-412356)

---

**"[BellaDati IOT](https://www.g2.com/survey_responses/belladati-review-5320786)"**

**Rating:** 5.0/5.0 stars
*— Bobby Chakravarthy B.*

[Read full review](https://www.g2.com/survey_responses/belladati-review-5320786)

---


#### What Are G2 Users Discussing About BellaDati?

- [What is BellaDati used for?](https://www.g2.com/discussions/what-is-belladati-used-for)

### 17. [DevicePilot](https://www.g2.com/products/devicepilot/reviews)
Powerful, out-of-the-box IoT analytics, no matter your connected product or platform. Get analytics then dashboards on your IoT data in minutes meaning faster deployments, happy customers and quicker returns from your IoT projects.


**Average Rating:** 4.3/5.0
**Total Reviews:** 4
**How Do G2 Users Rate DevicePilot?**

- **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 DevicePilot?**

- **Seller:** [DevicePilot](https://www.g2.com/sellers/devicepilot)
- **Year Founded:** 2013
- **HQ Location:** London, GB
- **Twitter:** @devicepilot (709 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/devicepilot/ (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 75% Small-Business, 25% Mid-Market



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

**"[DevicePilot Review](https://www.g2.com/survey_responses/devicepilot-review-7260291)"**

**Rating:** 5.0/5.0 stars
*— Priscilla J.*

[Read full review](https://www.g2.com/survey_responses/devicepilot-review-7260291)

---

**"[Robust service management platform with good risk handling workflows](https://www.g2.com/survey_responses/devicepilot-review-7316515)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Computer Software*

[Read full review](https://www.g2.com/survey_responses/devicepilot-review-7316515)

---



### 18. [EnrichAI](https://www.g2.com/products/enrichai/reviews)
EnrichAI is a cloud based data analytics platform to help industries derive value from the data generated by sensors attached to equipment.


**Average Rating:** 3.8/5.0
**Total Reviews:** 2
**How Do G2 Users Rate EnrichAI?**

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

**Who Is the Company Behind EnrichAI?**

- **Seller:** [EnrichAI](https://www.g2.com/sellers/enrichai)
- **Year Founded:** 2016
- **HQ Location:** Gurgaon, IN
- **Twitter:** @EnrichAI (16 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/enrichai (8 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Small-Business, 50% Mid-Market



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

**"[An affordable and trustworthy app for CV](https://www.g2.com/survey_responses/enrichai-review-7724214)"**

**Rating:** 4.5/5.0 stars
*— Arvind K.*

[Read full review](https://www.g2.com/survey_responses/enrichai-review-7724214)

---



### 19. [IoTFlows](https://www.g2.com/products/iotflows/reviews)
IoTFlows is an AI-powered manufacturing intelligence platform that gives manufacturers real-time visibility into machine performance, production output, and operational efficiency. The platform combines plug-and-play IoT hardware - including SenseAi vibration and acoustics sensors, SenseAi Embedded industrial-grade monitors, and BeamTracker LIDAR-based production counters, with a cloud-based analytics dashboard to help factories reduce downtime, improve OEE, and make data-driven decisions. SenseAi uses artificial intelligence to continuously analyze vibration and acoustic signatures from industrial equipment, automatically detecting machine states, identifying anomalies, and classifying downtime, without requiring PLC integration, wiring, or IT infrastructure changes. The magnetic-mount hardware attaches to machines in minutes and connects via built-in 4G/LTE cellular or Wi-Fi, delivering immediate insights with zero disruption to existing operations. The IoTFlows platform unifies machine monitoring, production tracking, downtime root cause analysis, automated alerting, operator collaboration, and advanced reporting into a single dashboard accessible from any device. Manufacturers use IoTFlows to track OEE, monitor part counts and cycle times, analyze downtime Pareto charts, set shift-based production goals, and manage operations across multiple facilities, all from one place. Trusted by over 100 industrial customers including Delta Air Lines, the U.S. Navy, Siemens, Tesla, Parker Hannifin, Stanley Black & Decker, Textron, and Allegion, IoTFlows delivers an average 35% reduction in downtime with typical ROI payback in under three months.


**Average Rating:** 5.0/5.0
**Total Reviews:** 3
**How Do G2 Users Rate IoTFlows?**

- **Ease of Use:** 9.4/10 (Category avg: 8.9/10)
- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)

**Who Is the Company Behind IoTFlows?**

- **Seller:** [IoTFlows](https://www.g2.com/sellers/iotflows)
- **HQ Location:** Atlanta, US
- **LinkedIn® Page:** https://www.linkedin.com/company/iotflows/ (3 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 67% Small-Business, 33% Enterprise



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

**"[easy to use platform with flexible cloud dash boarding features](https://www.g2.com/survey_responses/iotflows-review-6913818)"**

**Rating:** 5.0/5.0 stars
*— Amir K.*

[Read full review](https://www.g2.com/survey_responses/iotflows-review-6913818)

---

**"[Intuitive Real-Time Monitoring That Delivers ROI Fast](https://www.g2.com/survey_responses/iotflows-review-13059926)"**

**Rating:** 5.0/5.0 stars
*— Paul S.*

[Read full review](https://www.g2.com/survey_responses/iotflows-review-13059926)

---



### 20. [Nanoprecise](https://www.g2.com/products/nanoprecise-2025-03-24/reviews)
Nanoprecise is an AI-powered predictive and prescriptive maintenance platform that transforms industrial maintenance from reactive guesswork into a proactive, value-driven strategy. Its trademarked Energy-Centered Maintenance (ECM) approach not only detects early-stage faults in rotating equipment but also provides actionable insights on energy consumption, equipment health, and root cause diagnostics—helping teams reduce downtime and optimize energy use across both critical and non-critical machinery. Designed for industrial environments, Nanoprecise offers: - 6-in-1 IIoT sensors that capture vibration, acoustics, temperature, humidity, magnetic flux, and RPM - AI and GenAI-driven diagnostics to prioritize actions and fix root causes, not just symptoms - Less than 1% false positives/negatives, enabling trusted, prescriptive insights - Cybersecure by design (SOC II Type II) Unlike traditional solutions that only focus on production-critical machines, Nanoprecise unlocks value across the full plant by identifying energy-saving opportunities on the 80–90% of “balance of plant” equipment often overlooked. Nanoprecise is leading the future of smart maintenance—where machines don’t just alert, explain what’s wrong, why it matters, and how to fix it.


**Average Rating:** 4.3/5.0
**Total Reviews:** 3
**How Do G2 Users Rate Nanoprecise?**

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

**Who Is the Company Behind Nanoprecise?**

- **Seller:** [Nanoprecise Sci](https://www.g2.com/sellers/nanoprecise-sci)
- **Year Founded:** 2017
- **HQ Location:** Edmonton, CA
- **LinkedIn® Page:** http://www.linkedin.com/company/nanoprecise-sci-corp (137 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 67% Mid-Market, 33% Enterprise


#### What Are Nanoprecise's Pros and Cons?

**Pros:**

- Ease of Use (1 reviews)
- Notifications (1 reviews)
- Real-time Data (1 reviews)
- Real-time Monitoring (1 reviews)
- Real-time Tracking (1 reviews)

**Cons:**

- Technical Issues (2 reviews)
- Complexity (1 reviews)


### What Do G2 Reviewers Say About Nanoprecise?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find the **ease of use** in Nanoprecise beneficial for achieving their goals during model training.
- Users value the **real-time notifications** from Nanoprecise, aiding in proactive machine tracking and failure prevention.
- Users value the **real-time data** capabilities of Nanoprecise for effective machine tracking and anomaly detection.
- Users value the **real-time monitoring** of Nanoprecise for its effective tracking and prevention of unscheduled outages.
- Users value the **real-time tracking** of Nanoprecise, which effectively prevents unscheduled outages through predictive modeling.

**Cons:**

- Users face **technical issues** with Nanoprecise, leading to prolonged problem resolution and challenges in mobile deployment.
- Users find the **complexity** of Nanoprecise challenging due to its computational intensity, hindering mobile deployment.

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

**"[Soothing Machine Learning and a BERT Tokenizer with proper classification.](https://www.g2.com/survey_responses/nanoprecise-review-10312891)"**

**Rating:** 4.0/5.0 stars
*— Seerapu N.*

[Read full review](https://www.g2.com/survey_responses/nanoprecise-review-10312891)

---

**"[Maintaining productivity of our production lines](https://www.g2.com/survey_responses/nanoprecise-review-10706539)"**

**Rating:** 4.0/5.0 stars
*— Kokobe W.*

[Read full review](https://www.g2.com/survey_responses/nanoprecise-review-10706539)

---



### 21. [Prodea](https://www.g2.com/products/prodea/reviews)
Arrayent is the IoT platform that enables the world's most trusted brands to deliver connected products to consumers.


**Average Rating:** 4.3/5.0
**Total Reviews:** 2
**How Do G2 Users Rate Prodea?**

- **Ease of Use:** 10.0/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.2/10 (Category avg: 8.9/10)

**Who Is the Company Behind Prodea?**

- **Seller:** [Prodea](https://www.g2.com/sellers/prodea)
- **HQ Location:** N/A
- **Twitter:** @Arrayent (773 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



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

**"[Prodea Future of IoT](https://www.g2.com/survey_responses/prodea-review-10060903)"**

**Rating:** 4.5/5.0 stars
*— Shubham P.*

[Read full review](https://www.g2.com/survey_responses/prodea-review-10060903)

---

**"[Assists in increasing the functionality of the device](https://www.g2.com/survey_responses/prodea-review-10248216)"**

**Rating:** 4.0/5.0 stars
*— Johann H.*

[Read full review](https://www.g2.com/survey_responses/prodea-review-10248216)

---



### 22. [TempoIQ](https://www.g2.com/products/tempoiq/reviews)
Launch your IoT application now with the fast, flexible, agile IoT platform


**Average Rating:** 4.5/5.0
**Total Reviews:** 2
**How Do G2 Users Rate TempoIQ?**

- **Ease of Use:** 7.5/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.2/10 (Category avg: 8.9/10)

**Who Is the Company Behind TempoIQ?**

- **Seller:** [TempoIQ](https://www.g2.com/sellers/tempoiq)
- **Year Founded:** 2016
- **HQ Location:** N/A
- **Twitter:** @Tempo_IQ (2,756 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Mid-Market, 50% Small-Business



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

**"[IoT analyzing made easy!](https://www.g2.com/survey_responses/tempoiq-review-8874594)"**

**Rating:** 4.5/5.0 stars
*— Dipika C.*

[Read full review](https://www.g2.com/survey_responses/tempoiq-review-8874594)

---

**"[Quickly developing and deploying IoT applications](https://www.g2.com/survey_responses/tempoiq-review-10389242)"**

**Rating:** 4.5/5.0 stars
*— Abdessalam H.*

[Read full review](https://www.g2.com/survey_responses/tempoiq-review-10389242)

---



### 23. [Ubidots](https://www.g2.com/products/ubidots/reviews)
Ubidots provides a platform for makers, developers and companies to easily capture sensor data and turn it into useful information.


**Average Rating:** 4.5/5.0
**Total Reviews:** 2
**How Do G2 Users Rate Ubidots?**

- **Ease of Use:** 8.3/10 (Category avg: 8.9/10)
- **Quality of Support:** 9.2/10 (Category avg: 8.9/10)

**Who Is the Company Behind Ubidots?**

- **Seller:** [Ubidots](https://www.g2.com/sellers/ubidots)
- **Year Founded:** 2013
- **HQ Location:** Medellín, CO
- **Twitter:** @ubidots (3,214 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2217973 (30 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Enterprise, 50% Mid-Market



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

**"[Usage of Ubidots as a PaaS for our smart cities project](https://www.g2.com/survey_responses/ubidots-review-8496925)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Real Estate*

[Read full review](https://www.g2.com/survey_responses/ubidots-review-8496925)

---

**"[Fantastic services and low cost IOT provider](https://www.g2.com/survey_responses/ubidots-review-309567)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Semiconductors*

[Read full review](https://www.g2.com/survey_responses/ubidots-review-309567)

---


#### What Are G2 Users Discussing About Ubidots?

- [What is Ubidots used for?](https://www.g2.com/discussions/ubidots-what-is-ubidots-used-for)
- [What is Ubidots used for?](https://www.g2.com/discussions/what-is-ubidots-used-for)

### 24. [Vitria Via Analytics](https://www.g2.com/products/vitria-via-analytics/reviews)
VIA by Vitria is an agile analytics platform enabling rapid design, development, and deployment of solutions that solve problems by making sense of data even the volume and speed of data coming from IoT devices.


**Average Rating:** 4.0/5.0
**Total Reviews:** 2
**How Do G2 Users Rate Vitria Via Analytics?**

- **Ease of Use:** 9.2/10 (Category avg: 8.9/10)
- **Quality of Support:** 8.3/10 (Category avg: 8.9/10)

**Who Is the Company Behind Vitria Via Analytics?**

- **Seller:** [Vitria](https://www.g2.com/sellers/vitria)
- **Year Founded:** 1994
- **HQ Location:** Menlo Park, California
- **Twitter:** @VitriaTech (1,297 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/166823/ (139 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Mid-Market, 50% Small-Business



#### What Are Recent G2 Reviews of Vitria Via Analytics?

**"[Streamlining data capturing from various sources](https://www.g2.com/survey_responses/vitria-via-analytics-review-10070369)"**

**Rating:** 4.0/5.0 stars
*— Claudia Andrea B.*

[Read full review](https://www.g2.com/survey_responses/vitria-via-analytics-review-10070369)

---

**"[Quickly implement analytics solutions quickly](https://www.g2.com/survey_responses/vitria-via-analytics-review-10173339)"**

**Rating:** 4.0/5.0 stars
*— Koubek T.*

[Read full review](https://www.g2.com/survey_responses/vitria-via-analytics-review-10173339)

---



### 25. [XY Sense](https://www.g2.com/products/xy-sense-2022-04-14/reviews)
Founded in 2016 by Alex Birch and Luke Murray, XY Sense is a Melbourne head-quartered technology startup using smart sensors and AI powered analytics to create workplaces people love. We’ve created the world’s most advanced workplace occupancy sensor. It’s private by design (protecting your team’s privacy), has enormous coverage (1,000 sq.ft/ 20 desks), collects open area data passively and best of all delivers highly accurate(\<30cm/1 ft) workplace occupancy and utilisation analytics in real-time. Combined with an analytics platform that’s been designed for frontline property teams, we’re obsessed with simplifying workplace analytics to help transform workplaces for the better. Learn about what makes our sensor stand apart by visiting our website - www.xysense.com


**Average Rating:** 5.0/5.0
**Total Reviews:** 2
**How Do G2 Users Rate XY Sense?**

- **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 XY Sense?**

- **Seller:** [XY Sense](https://www.g2.com/sellers/xy-sense)
- **Year Founded:** 2016
- **HQ Location:** Melbourne, AU
- **LinkedIn® Page:** https://www.linkedin.com/company/xysense (61 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Enterprise, 50% Mid-Market



#### What Are Recent G2 Reviews of XY Sense?

**"[One Stop AI tool for any corporate company](https://www.g2.com/survey_responses/xy-sense-review-8365012)"**

**Rating:** 5.0/5.0 stars
*— Harish  L.*

[Read full review](https://www.g2.com/survey_responses/xy-sense-review-8365012)

---

**"[The Best AI Based Platform for any workspace](https://www.g2.com/survey_responses/xy-sense-review-8364755)"**

**Rating:** 5.0/5.0 stars
*— Harish L.*

[Read full review](https://www.g2.com/survey_responses/xy-sense-review-8364755)

---




## What Is IoT Analytics Platforms?

[IoT Management Platforms](https://www.g2.com/categories/iot-management)

## What Software Categories Are Similar to IoT Analytics Platforms?

- [IoT Platforms](https://www.g2.com/categories/iot-platforms)
- [IoT Device Management Platforms](https://www.g2.com/categories/iot-device-management-platforms)
- [Manufacturing Intelligence Software](https://www.g2.com/categories/manufacturing-intelligence)


---

## How Do You Choose the Right IoT Analytics Platforms?

### What You Should Know About IoT Analytics Platforms

### What are IoT Analytics Platforms?

Data analytics is at the core of the Internet of Things (IoT), alongside [process automation](https://www.g2.com/categories/process-automation) and [asset management](https://www.g2.com/categories/asset-management-f3e79baa-6f93-4d40-b734-16e9b562fc14). Equipping machinery, office space, transport vehicles, and other things with smart sensors allows organizations to gather more data and glean more insight than ever before. Additionally, it shows how various assets perform and interact with one another. IoT analytics platforms help business leaders unlock actionable insights so they can learn about their operations and how to effectively optimize them from every angle.

For a connected business, there might be hundreds or thousands of advanced data sets to ingest each day. This data might include information about how devices are used, working conditions, and prescriptive analytics. The platforms in this fast-growing category offer methods for visualizing, analyzing, organizing, and exploring real-time and historical data generated by disparate IoT devices. Most businesses collect overwhelming amounts of enterprise IoT data. These solutions help determine the most relevant and actionable insights based on connected applications and their corresponding strategies and goals.

Key Benefits of IoT Analytics Platforms

- Synthesize data generated by a network of smart devices and IoT sensors
- Maximize ROI for diverse connected platforms across an organization
- Shape operational strategies using prescriptive and predictive analytics
- Identify the most relevant insights for data analytics and translate them into visualizations for easy consumption and analysis
- Make noteworthy data points from IoT networks searchable and accessible for future reference

### Why Use IoT Analytics Platforms?

Digital transformation is increasingly focused on connected devices, [artificial intelligence](https://www.g2.com/categories/artificial-intelligence), and other solutions to make workplaces automated and efficient. Smart devices—from factory machinery to office appliances—can assist with task automation as well as reveal insights about a company, building, employees, and customers. Connected assets help track details related to output, performance, and engagement with software platforms, employees, customers, and other applications connected to a network. IoT analytics solutions empower business users to sort and make sense of these findings. They can learn more about their business operations from the perspective of everyday “things" used across the company, regardless of their cost, size, or function.

Many platforms in this category offer tools to view and convert raw data into shareable formats. In some cases this entails integrations with [data visualization software](https://www.g2.com/categories/data-visualization), [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms), or other tools used for data analytics. In addition to gathering and preparing valuable data from smart devices, some platforms provide tools for real-time monitoring and reporting, helping users make instant decisions based on momentary events. The real-time streaming of powerful insights helps decision makers adjust and improve processes when these devices are involved, without waiting for lengthy reports.

Thanks to modern edge computing technology, the data gathered on these platforms can be processed and stored on the edge of company networks rather than centralized data warehouses. This helps deliver the right data at a faster rate, without eating into the bandwidth of critical systems. To establish an edge computing scenario for IoT devices and the data they collect, a business must configure edge devices (e.g., routers, integrated access devices or IADs) that control the flow of data. As a company builds out their IoT, analytics platforms help unlock the full potential of these devices without compromising the performance of their assets or IT infrastructures. A number of [IoT platforms](https://www.g2.com/categories/iot-platforms) include analytics solutions or certain reporting features, but dedicated analytics platforms such as those in this category offer deeper insights related to IoT devices, networks, and more related functions in an organization.

### Who Uses IoT Analytics Platforms?

The extensive insights from IoT analytics platforms are valuable to everyone in an organization; these insights influence strategic decisions and help the company improve business outcomes. However, only select individuals are typically trained to use these platforms, understand the data, and communicate the findings. The following teams or individuals are the most likely users of IoT analytics platforms.

**IoT specialists —** As the popularity of IoT grows, so does the need for dedicated experts within an organization. New positions such as IoT architect and IoT engineer are prioritized in thousands of tech-forward businesses. Individuals taking focused courses or training on smart technology and its applications may be recruited by an organization to fill an emerging role. In many cases, managers train existing employees so they can take on new responsibilities related to IoT strategy, such as tracking and comprehension of IoT analytics. The exact job titles of these individuals may vary based on the company’s unique approach to the focus area. Internal IoT specialists likely use platforms in this category. These platforms are essential for maximizing the value of IoT investments and making strategic decisions based on smart object activity. If a company designates one or more employees as IoT specialists, the right analytics tool can make a significant impact and convert IoT activity into actionable insights.

**Data scientists and analysts —** Depending on the size and scope of a company’s IoT infrastructure, they may not designate team members to be purely focused on IoT. In these cases, they may distribute related tasks and responsibilities to different teams or employees. Analytics experts, such as data analysts and data scientists, might be tasked with observing IoT data and determining appropriate responses to these findings. In addition to their existing [analytics software](https://www.g2.com/categories/analytics) and other business tools they use, data experts utilize IoT analytics platforms to observe, sort, and share unique insights generated by smart devices and any asset configured with an IoT sensor. In some cases, these findings are exported to other platforms for further studying, storing, or sharing. An IoT analytics platform can be essential for consuming the continuous stream of data connected devices produce, such as time-series data and streaming data from critical equipment on a factory line. Additionally, these platforms assist with modeling and blending unique data sets for optimal analysis.

**IoT development firms —** [Internet of things developers](https://www.g2.com/categories/internet-of-things-iot-developers), or IoT developers, are agencies that specialize in designing and deploying smart applications to use in an organization. These experts offer custom manufacturing of IoT objects and help configure new IoT networks. When working with one of these agencies, a business may need additional assistance with testing, troubleshooting, and tracking devices and IoT activity. IoT development teams might leverage a data analytics platform to visualize the findings of connected objects at any point in the customer experience, so customers can yield desired results with their IoT strategies.

### IoT Analytics Platform Features

The diverse platforms in this category offer a unique set of tools to assist with IoT data analytics. The following are primary features common in this category of software platform.

**Data models and customization —** IoT analytics solutions often come with data models for organizing and standardizing information generated by connected devices. Data modeling is useful for revealing relationships between large sets of unorganized data so users can draw conclusions. With some platforms, users can customize data models or configure entirely new models to fit their particular needs. Models may be useful for observing logical relationships within data sets, and determining how data is retrieved, stored, and formatted.

**Ingestion and filtering —** IoT sensors enable objects to generate limitless data; this increases based on the portfolio of devices in the network. IoT analytics platforms usually include filtering and ingestion tools, allowing users to collect the most relevant data points. When determining how data is ingested from IoT devices, users can decide whether specific types of data will be used immediately or filed away for later use. In some cases, users can create dashboards for real-time data streaming including location and what settings are most beneficial at the time.

**Event scheduling and alerts —** Along with determining which data should be collected, users of IoT analytics platforms can determine when to generate reports. Scheduling analytics readings could revolve around a specific time schedule, or particular events. Users might track IoT data in response to alerts such as environmental changes or equipment issues. In other cases, they may simply want to schedule data ingestion for a particular time to make basic observations about patterns and performance. Companies can elect to pull data in a variety of ways and adjust their analytics strategy over the course of their IoT campaign. The platforms in this category offer a number of configurations for reporting to suit these needs.

### Potential Issues with IoT Analytics Platforms

**Data gaps —** In addition to taking systems offline at unexpected and inconvenient times, random lapses in connectivity cause inconsistencies in time-series data. For example, you may notice several hours between two data points where there would normally be a steady, uninterrupted time line of data. These random gaps can be a source of frustration when it comes to studying and drawing conclusions. To prevent this, IT experts should monitor edge networks and routers and proactively address any issues.

**False or corrupted readings —** The more end points a company adds to its IoT stack, the greater the potential for transmission issues from an individual sensor. This is an unfortunate risk of any new technology, when it comes to IoT, these possibilities are multiplied by the number of devices they enable. A false reading can happen for a number of reasons, inaccurate data point can corrupt the integrity of data sets. It’s important to perform audits on data and run as many tests as possible to quickly identify issues, before problematic devices contribute additional false readings. Regular software updates are critical to keep distributed smart devices updated, reducing the chances of incomplete or inaccurate data.

### Software and Services Related to IoT Analytics Platforms

Realizing the benefits of smart technology is a significant undertaking. There is a great deal of planning, training, and investment that goes into an IoT initiative, including collecting and securing data from distributed platforms. Business leaders should do considerable research on the different types of [IoT management software](https://www.g2.com/categories/iot-management) and services on the market, and work with a consulting firm to determine which solutions to prioritize. The following are professional solutions that complement IoT analytics tools. They all help companies collect insights about their modern systems, and optimize their operation using groundbreaking technology.

[**Stream analytics software**](https://www.g2.com/categories/stream-analytics) **—** Stream analytics, also known as streaming analytics, is the study of data transferred between applications and exchanges, both historically and in real time. Stream analytics software enables the capture and analysis of this information. These platforms allow users to understand the flow and retrieval of data by disparate end points. A major use case for this is monitoring IoT telemetry across end points and the events pertaining to information exchange. If data is not received correctly, users of stream analytics tools can be notified and given insights into streaming issues. The platforms in this category are a natural complement to IoT analytics platforms, ensuring companies stay informed about the continuous flow of information between connected objects so devices can reliably execute tasks and generate their own insights.

[**Big data analytics software**](https://www.g2.com/categories/big-data-analytics) **—** Big data analytics involves the consumption of massive data clusters, culling the most notable findings using advanced data queries. Big data and [big data software](https://www.g2.com/categories/big-data) are increasingly common across a number of industries. With the rise of IoT, substantial data clusters are the focus of big data analytics and include observable information that can be exported from smart devices. If a business desires to analyze IoT data as part of a larger pool of data, they might consider a big data analytics tool such as those featured in this category. While IoT analytics solutions offer actionable insights into specific data generated by connected platforms, big data analytics can study these findings in relation to other critical data collected from various sources. This practice paints a more complete picture of relevant data patterns across the operation. Users can create detailed visualizations and record their queries into data sets to share discoveries with internal teams, business partners, and investors. Some platforms offer specific features for monitoring IoT data and collections of big data.

[**IoT device management software**](https://www.g2.com/categories/iot-device-management) **—** Depending on the size and scope of IoT strategy, hundreds or thousands of devices are configured to work together and communicate information with one another and the network itself. Proper management, troubleshooting, and updates to these devices is essential for accurate data collection. This ensures each device performs the expected actions and generates the right insights. After designing and deploying an IoT network using [IoT platforms](https://www.g2.com/categories/iot-platforms), businesses may use IoT device management tools to monitor the state of their devices and maintain them as needed. At the very least, these platforms assist with pushing software and firmware updates required with certain devices and sensors. IoT device management tools provide assistance with device permissions and device vulnerability tracking, among other things. To receive the best possible data from smart devices, IT administrators need to make a consistent effort toward device tracking and organization. IoT device managers help prepare teams for success and ensure they maintain visibility and control over a company’s IoT infrastructure.

[**IoT security services providers**](https://www.g2.com/categories/iot-security-services) **—** The power of IoT and device analytics comes paired with the responsibility of keeping these systems protected from unwanted access, theft, viruses, and other threats. Smart connectivity is a term used to describe the reliable connection of complex networks, including those used in edge computing and IoT networks. This connectivity requires reliable, uninterrupted transmission of data, and the ability to withstand environmental influences and malicious activity. Companies might require lots of outside assistance to supplement internal efforts and maintain a high degree of reliability. This is where IoT security services can help. IoT security providers are specialized firms that help companies configure IoT systems for optimum performance and consistency in the face of untold threats. Cybercrime is evolving, especially as new vulnerabilities are introduced. The specialists in this category can be enlisted to keep systems updated, adding or adjusting layers of protection based on the changing landscape of potential dangers.

When mapping out a security strategy, businesses might also consider [data security services](https://www.g2.com/categories/data-security-services) to bolster internal defense efforts. Data security experts can assist with protecting large volumes of critical business data, up to and including data sets generated by smart objects. A number of IoT security services providers offer solutions for protecting IoT data from external threats. A company might desire a more comprehensive program that touches on all aspects of data protection and the various groupings of data a business might collect. Data services providers can offer strategic advice, train employees on security practices, and assist with the implementation of [security software](https://www.g2.com/categories/security) so teams can maintain a consistent level of protection for data and company systems using internal resources. In some cases they can remotely monitor and respond to data-related threats in a business. In the current age, there is no limit to the security measures a company should consider, especially as operations are increasingly built on a foundation of technology. Compromised data, including IoT-related analytics, can be detrimental to a business and also place its employees and customers at serious risk. When adopting an IoT strategy, managers should take measures to keep assets and business data as safe as possible.