# Best Manufacturing Intelligence Software - Page 2

## How Many Manufacturing Intelligence Software Products Does G2 Track?

**Total Products under this Category:** 157

### Category Stats (Aug 2026)

- **Average Rating:** 4.43/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** MYOB Acumatica (+0.75%) - Among all products in this category, MYOB Acumatica recorded the largest rating increase compared to last month

_Last updated: August 05, 2026_

## How Does G2 Rank Manufacturing Intelligence Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 2,100+ Authentic Reviews
- 157+ 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 Manufacturing Intelligence Software
 ![G2 Grid® for Manufacturing Intelligence Software plotting products by satisfaction and market presence](https://www.g2.com/categories/manufacturing-intelligence/grids.png?focus%5B%5D=93721&focus%5B%5D=98576&focus%5B%5D=1192379&focus%5B%5D=1242756&focus%5B%5D=161966&focus%5B%5D=120626&focus%5B%5D=1222090&focus%5B%5D=49518)

Highlighted products: MasterControl Manufacturing Excellence, Seeq, Fabriq, Lineview, L2L, APEX, Factbird, and Amper.

Underlying data: [Grid® JSON](https://www.g2.com/categories/manufacturing-intelligence/grids.json?focus%5B%5D=mastercontrol-manufacturing-excellence&focus%5B%5D=seeq&focus%5B%5D=fabriq-fabriq&focus%5B%5D=lineview&focus%5B%5D=l2l&focus%5B%5D=leandna-apex&focus%5B%5D=factbird&focus%5B%5D=amper)

**Sponsored**

### Knowby

Capture Any Process. Guide Every Worker. Create and Share Any On-Screen or Manual Workflow by QR Code, Link or Embed in Minutes. Full Access Free 30-Day Trial with No Card. Auto-Translate 140+ languages. Minimise Downtime, Speed Up Onboarding and Keep SOPs and Work Instructions up to date. Particularly beneficial for training, onboarding, and everyday operational tasks, enabling teams to transform complex processes into easily digestible instructions. With its availability on both web and mobile platforms, Knowby Pro ensures that assistance is accessible anytime and anywhere, facilitating seamless collaboration and knowledge sharing among team members. Knowby offers four ways to capture work processes from the desk to the shop floor. Capture screen clicks, convert video to step-by-step guides quickly using AI, transform PDF docs into digital know-how or create SOPs from scratch. Targeted primarily at organizations seeking to enhance their training and operational efficiency, Knowby Pro caters to a wide range of industries, including technology, healthcare, and education. The software is designed for teams that require concise and effective communication of procedures, making it an essential resource for onboarding new employees, training staff on new tools, or providing ongoing support for existing processes. By utilizing Knowby Pro, organizations can streamline their training efforts, reduce the time spent on instruction, and improve overall productivity. One of the key features of Knowby Pro is its support for over 140 languages, which allows teams to create inclusive content that caters to diverse audiences. The integration of artificial intelligence enhances the content creation process by automatically generating instructions from video content, suggesting improvements, and providing translation services. This ensures that knowbys are not only accurate but also culturally relevant, as users can manually verify translations for quality assurance. Such capabilities make Knowby Pro a versatile tool for global teams, ensuring that all members can access and understand the necessary information. In addition, Knowby can capture valuable data and feedback from workers as they use instructions, and seamlessly integrate with other business systems. This creates a smooth flow of information across the organisation, strengthening decision-making, compliance, and continuous improvement while closing the gap between workers on the ground and the systems that guide their work. Knowby is grounded in Cognitive Load Theory, which emphasizes the importance of reducing mental effort during the learning process. Each step in a knowby is designed to present only the essential information, minimizing clutter and confusion. This intentional design makes instructions easier to follow and retain, which is particularly advantageous in fast-paced environments where clear communication is critical. By focusing on clarity and simplicity, Knowby helps organizations reduce errors and accelerate the learning curve for new processes or tools. Overall, Knowby stands out in the instructional design software category by offering a user-friendly interface, robust language support, and AI-driven features that enhance content creation. Its commitment to reducing cognitive load and improving communication makes it an invaluable asset for teams looking to optimize their training and operational workflows.

[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=1887&secure%5Bchosen_at%5D=2026-08-15T08%3A50%3A03Z&secure%5Bdisplayable_resource_id%5D=1868&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1868&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1320344&secure%5Bresource_id%5D=1887&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmanufacturing-intelligence%3Fpage%3D2&secure%5Btoken%5D=b7404000335242887b877beba471971eefd987cfaa68eaea0e0f65f9c3543045&secure%5Burl%5D=https%3A%2F%2Fwww.knowby.co%2F%3Futm_campaign%3D118467781-G2%26utm_source%3Dppc%26utm_medium%3Dppc%26utm_content%3Dcategory&secure%5Burl_type%5D=free_trial)

### [SAP Manufacturing Integration and Intelligence](https://www.g2.com/products/sap-manufacturing-integration-and-intelligence/reviews)

SAP Manufacturing Integration and Intelligence (SAP MII) is a comprehensive software platform designed to bridge the gap between manufacturing operations and enterprise business processes. By integrating real-time data from the shop floor with top-floor systems, SAP MII provides manufacturers with enhanced visibility, control, and decision-making capabilities, leading to improved operational efficiency and productivity. Key Features and Functionality: - Data Integration: SAP MII enables seamless, real-time integration of data from various sources, including ERP systems, machine controllers, and sensors, presenting it in a unified format for comprehensive analysis. - Process Monitoring and Control: The platform allows users to monitor and control manufacturing processes in real-time, facilitating the identification and resolution of issues before they escalate. - Decision Support: With advanced tools for data analysis and visualization, SAP MII helps users identify trends and patterns, supporting informed decision-making in manufacturing operations. - Custom Application Development: Leveraging SAP NetWeaver, SAP MII provides the flexibility to develop custom applications tailored to specific business needs. - Universal Connectivity: The platform offers an extensive library of connectors for plant systems and applications, enabling data exchange with virtually any shop floor level using standard APIs and communication protocols. Primary Value and Solutions Provided: SAP MII addresses the critical need for real-time visibility and integration between manufacturing operations and enterprise systems. By providing a centralized platform for data collection, analysis, and visualization, it empowers manufacturers to: - Enhance Operational Efficiency: Streamline processes and reduce downtime through real-time monitoring and control. - Improve Decision-Making: Utilize comprehensive analytics to make informed decisions that drive productivity and quality improvements. - Achieve Seamless Integration: Connect disparate systems and data sources, ensuring a cohesive and responsive manufacturing environment. In summary, SAP MII serves as a vital tool for manufacturers seeking to optimize their operations by integrating and intelligently analyzing data across the enterprise, leading to enhanced performance and competitiveness in the market.

**Average Rating:** 4.6/5.0

**Total Reviews:** 15

#### How Do G2 Users Rate SAP Manufacturing Integration and Intelligence?

- **Dashboards:** 8.9/10 (Category avg: 8.6/10)
- **Aggregation:** 8.8/10 (Category avg: 8.4/10)
- **Propagation:** 8.1/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 7.5/10 (Category avg: 9.1/10)

#### Who Is the Company Behind SAP Manufacturing Integration and Intelligence?

- **Seller:** [SAP](https://www.g2.com/sellers/sap)
- **Year Founded:** 1972
- **HQ Location:** Walldorf
- **Twitter:** @SAP  
297,052 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8fd712dbd816fadfc039a60dcf8c1a3d6a48469756075586fa0be3da7e4b74d7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsap%2F&secure%5Burl_type%5D=linkedin_company_website)  
141,955 employees on LinkedIn®
- **Ownership:** NYSE:SAP

#### Who Uses This Product?

- **Company Size:** 73% Medium, 20% Large

#### What Do G2 Reviewers Say About SAP Manufacturing Integration and Intelligence?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **instant visibility and control** offered by SAP Manufacturing Integration and Intelligence for factory operations.
- Users appreciate the **seamless integrations** with various software, enhancing visibility and tracking within the SAP ERP system.
- Users value the **real-time monitoring** capabilities of SAP MII, enabling instant issue detection and streamlined operations.
- Users appreciate the **real-time tracking** capabilities of SAP, enhancing efficiency in Procurement and Maintenance tasks.
- Users find the **ease of setup and organization** in SAP Manufacturing Integration and Intelligence greatly enhances their experience.

##### Cons

- Users find SAP Manufacturing Integration and Intelligence **complex and not user friendly** , requiring extensive training and skill.
- Users find SAP Manufacturing Integration and Intelligence **difficult to learn** , requiring extensive training and skills for effective use.

#### What Are Recent G2 Reviews of SAP Manufacturing Integration and Intelligence?

**["SAP MII Review"](https://www.g2.com/survey_responses/sap-manufacturing-integration-and-intelligence-review-10631357)**

**Rating:** 4.5/5.0 stars

_— Amir S._

[Read full review](https://www.g2.com/survey_responses/sap-manufacturing-integration-and-intelligence-review-10631357)

**["One of the most comprehensive and etailed software of an era."](https://www.g2.com/survey_responses/sap-manufacturing-integration-and-intelligence-review-10721658)**

**Rating:** 4.5/5.0 stars

_— Gulraiz U._

[Read full review](https://www.g2.com/survey_responses/sap-manufacturing-integration-and-intelligence-review-10721658)

### [SAS Production Quality Analytics](https://www.g2.com/products/sas-production-quality-analytics/reviews)

Get a comprehensive view of quality and operational performance across the enterprise and throughout your entire supply chain. Achieve better Industrial Internet of Things support with advanced data models. By combining the power of data integration, automation and analytics, SAS enables you to fully understand operational processes so you can make sustainable improvements and lower associated costs.

**Average Rating:** 4.8/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate SAS Production Quality Analytics?

- **Dashboards:** 9.0/10 (Category avg: 8.6/10)
- **Aggregation:** 9.2/10 (Category avg: 8.4/10)
- **Propagation:** 9.0/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)

#### Who Is the Company Behind SAS Production Quality Analytics?

- **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?

- **Top Industries:** Pharmaceuticals
- **Company Size:** 60% Medium, 40% Large

#### What Do G2 Reviewers Say About SAS Production Quality Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **intuitive coding and output windows** of SAS Production Quality Analytics for their ease of use and fast results.
- Users value the **ease of use** of SAS Production Quality Analytics, finding it intuitive and accessible for various skill levels.
- Users find SAS Production Quality Analytics **easy to learn and understand** , enhancing efficiency for statisticians with accurate results.
- Users value the **high accuracy of results** in SAS Production Quality Analytics, enhancing their statistical work significantly.
- Users appreciate the **excellent data visualization** capabilities of SAS Production Quality Analytics, enhancing their analytical experience.

##### Cons

- Users note the **high cost** of SAS Production Quality Analytics, though they acknowledge its appreciated output.

#### What Are Recent G2 Reviews of SAS Production Quality Analytics?

**["Exploring Thinking and Analysing Data using SAS production Quality Analytics"](https://www.g2.com/survey_responses/sas-production-quality-analytics-review-10667620)**

**Rating:** 5.0/5.0 stars

_— Manik K._

[Read full review](https://www.g2.com/survey_responses/sas-production-quality-analytics-review-10667620)

**["SAS production Quality Analytics gooing to great analysis direction"](https://www.g2.com/survey_responses/sas-production-quality-analytics-review-10599599)**

**Rating:** 5.0/5.0 stars

_— Kishor D._

[Read full review](https://www.g2.com/survey_responses/sas-production-quality-analytics-review-10599599)

### [The PI System](https://www.g2.com/products/the-pi-system/reviews)

The PI System is an enterprise infrastructure for management of real-time data and events with tools and features to help you manage your data and more.

**Average Rating:** 4.6/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate The PI System?

- **Dashboards:** 8.0/10 (Category avg: 8.6/10)
- **Aggregation:** 9.0/10 (Category avg: 8.4/10)
- **Propagation:** 8.3/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)

#### Who Is the Company Behind The PI System?

- **Seller:** [AVEVA](https://www.g2.com/sellers/aveva)
- **Year Founded:** 1967
- **HQ Location:** Cambridge, GB
- **Twitter:** @AVEVAGroup  
15,381 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8ec052d5ef72ef55bb2720c2de5688080960a561153203483884d276ff3b3b90&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F14547%2F&secure%5Burl_type%5D=linkedin_company_website)  
7,631 employees on LinkedIn®
- **Ownership:** LSE:AVV

#### Who Uses This Product?

- **Company Size:** 43% Medium, 38% Large

#### What Do G2 Reviewers Say About The PI System?

_AI-generated summary from verified user reviews_

##### Cons

- Users find the **graphics on PI Vision** not user-friendly, which hampers their overall experience and efficiency.
- Users find the **graphics on PI Vision not user-friendly** , which hinders their overall experience with the system.
- Users find the **graphics on PI Vision not user friendly** , creating challenges during their interactions with the system.

#### What Are Recent G2 Reviews of The PI System?

**["Powerful Plant Data Tracking with Easy Excel Integration"](https://www.g2.com/survey_responses/the-pi-system-review-12722467)**

**Rating:** 4.5/5.0 stars

_— Verified User in Manufacturing_

[Read full review](https://www.g2.com/survey_responses/the-pi-system-review-12722467)

**["Databases, Pi Explorer, and Notifications That Deliver"](https://www.g2.com/survey_responses/the-pi-system-review-12371464)**

**Rating:** 4.5/5.0 stars

_— Ricardo R._

[Read full review](https://www.g2.com/survey_responses/the-pi-system-review-12371464)

#### What Are G2 Users Discussing About The PI System?

- [What is pi process?](https://www.g2.com/discussions/what-is-pi-process)
- [What is PI Historian software?](https://www.g2.com/discussions/what-is-pi-historian-software)
- [What is the function of PI system?](https://www.g2.com/discussions/what-is-the-function-of-pi-system)
- [What is Pi software?](https://www.g2.com/discussions/what-is-pi-software)

### [Tulip](https://www.g2.com/products/tulip-interfaces-tulip/reviews)

Tulip, the leader in frontline operations, is helping companies of all sizes and across industries, including complex manufacturing, pharmaceuticals, and medical devices equip their workforce with connected apps– leading to higher quality work, improved efficiency, and end-to-end traceability across operations. A spinoff out of MIT, the company is headquartered in Somerville, MA, with offices in Germany, and Hungary. The platform’s main features are: - Intuitive drag-and-drop app editor lets you create user-friendly apps — no coding required - Boost operator productivity with human-centric apps that incorporate computer vision, connected devices, and connections to 3rd-party systems - Native edge connectivity lets you connect your machines, sensors, cameras, and smart tools to the apps you build - Gain visibility with real-time analytics and dashboards - Integrate with the systems, databases, and software you already use - Manage permissions, ensure data policy compliance, and maintain data integrity - The Tulip Library with easy to download 100+ templates and examples and configure them to your needs

**Average Rating:** 4.5/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate Tulip?

- **Dashboards:** 7.4/10 (Category avg: 8.6/10)
- **Aggregation:** 7.8/10 (Category avg: 8.4/10)
- **Propagation:** 8.3/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Tulip?

- **Seller:** [Tulip Interfaces](https://www.g2.com/sellers/tulip-interfaces)
- **Year Founded:** 2012
- **HQ Location:** Somerville, Massachusetts, United States
- **Twitter:** @tulipinterfaces  
1,103 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=042db522e382a553fcea5f27b2da18361bd9b5499874abc150fe973afcf828d3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftulip-interfaces%2F&secure%5Burl_type%5D=linkedin_company_website)  
381 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Manufacturing
- **Company Size:** 44% Medium, 39% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **time-saving capabilities** of Tulip, enabling swift problem-solving and efficient app deployment.
- Users appreciate the **easy learning curve** of Tulip, enabling quick app development and deployment for immediate solutions.
- Users value the **easy API integration** in Tulip, enhancing their workflow and connectivity with other tools.
- Users value the **excellent customer support** offered by Tulip, enhancing their overall experience with the product.
- Users value the **ease of customizability** in Tulip, benefiting from seamless integrations and excellent customer support.

##### Cons

- Users find Tulip has **limited features** , particularly in analytics and batch record tools, impacting functionality.
- Users find Tulip has **limited functionality** , with basic analytics and restricted table relationship capabilities affecting usability.
- Users find the **complexity** of Tulip's expression handling and tables to be cumbersome and challenging with larger datasets.
- Users find the **complex procedures** in Tulip cumbersome, particularly in expression handling and managing large datasets.
- Users find the **complex setup** of Tulip challenging, particularly with expression handling and managing large datasets.

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

**["Tulip Makes Life Easier"](https://www.g2.com/survey_responses/tulip-review-9174035)**

**Rating:** 5.0/5.0 stars

_— Zach K._

[Read full review](https://www.g2.com/survey_responses/tulip-review-9174035)

**["A powerful platform for simplifying Industry 4.0 solutions"](https://www.g2.com/survey_responses/tulip-review-12104104)**

**Rating:** 5.0/5.0 stars

_— Michael G._

[Read full review](https://www.g2.com/survey_responses/tulip-review-12104104)

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

- [What is tulip in manufacturing?](https://www.g2.com/discussions/what-is-tulip-in-manufacturing) - 1 comment
- [What is Tulip application?](https://www.g2.com/discussions/what-is-tulip-application)
- [What is Tulip system?](https://www.g2.com/discussions/what-is-tulip-system)

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

Evocon is a cloud-based production monitoring and OEE software that helps manufacturing companies improve productivity, reduce downtime, and make better decisions based on real-time production data. Evocon automates the collection of data from production machines and makes it available in the cloud, giving manufacturers clear visibility into what is happening on the shop floor at any given moment. Production teams can track machine status, downtime reasons, production quantities, performance, availability, quality, and overall equipment effectiveness in real time, whether they are on-site or working remotely. By replacing manual data collection with automated production monitoring, Evocon helps manufacturers understand where time is being lost, which machines or processes need attention, and how production efficiency can be improved. The platform visualizes data in a simple and intuitive way, making it easier for operators, production managers, maintenance teams, and executives to identify problems, analyze trends, prioritize improvements, and take action faster. Evocon is designed to be easy to implement and practical to use in everyday production environments. It gives teams a shared source of truth for production performance, helping align shop floor activities with management goals. The software also supports continuous improvement by turning production data into actionable insights that teams can use in daily meetings, performance reviews, and long-term improvement initiatives. With more than 10 years of experience in production monitoring, Evocon is used by manufacturers in 50+ countries across 14 different industries. The platform is available in 18 languages, making it suitable for international manufacturing companies and multi-site production teams. By providing transparency into production performance, Evocon helps companies reduce losses, improve equipment utilization, and find a clear way forward based on what their data says.

**Average Rating:** 4.7/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate Evocon?

- **Dashboards:** 9.0/10 (Category avg: 8.6/10)
- **Aggregation:** 8.5/10 (Category avg: 8.4/10)
- **Propagation:** 8.6/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Evocon?

- **Seller:** [Evocon](https://www.g2.com/sellers/evocon)
- **Company Website:** evocon.com
- **Year Founded:** 2010
- **HQ Location:** Estonia
- **LinkedIn® Page:** [ee.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dbf2575232fe838ef48fbf938774945da54dce018fa3494afdcd5dbe999f70ea&secure%5Burl%5D=https%3A%2F%2Fee.linkedin.com%2Fcompany%2Fevocon-o-&secure%5Burl_type%5D=linkedin_company_website)  
57 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 54% Medium, 31% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Evocon, finding it simple to monitor and improve production efficiency.
- Users commend Evocon for its **efficiency improvement** , enabling effortless tracking and analysis of company performance.
- Users appreciate the **seamless integrations** of Evocon, enhancing performance analysis and efficiency tracking effortlessly.
- Users appreciate the **effortless tracking and analysis** of production efficiency, enhancing overall performance seamlessly.
- Users value the **effortless performance tracking** of Evocon, enhancing their ability to monitor and boost production efficiency.

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

**["Highly intuitive OEE solution with outstanding support"](https://www.g2.com/survey_responses/evocon-review-12853436)**

**Rating:** 5.0/5.0 stars

_— Verified User in Pharmaceuticals_

[Read full review](https://www.g2.com/survey_responses/evocon-review-12853436)

**["Straightforward UI That Makes Implementation Easy And Agile"](https://www.g2.com/survey_responses/evocon-review-13240889)**

**Rating:** 5.0/5.0 stars

_— Reece C._

[Read full review](https://www.g2.com/survey_responses/evocon-review-13240889)

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

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

### [Raven.ai](https://www.g2.com/products/raven-ai/reviews)

Raven.ai empowers manufacturers to drive continuous improvement by combining machine data with frontline insights to deliver complete, contextualized visibility into production. Unlike traditional tools, Raven.ai accounts for 100% of production time — automatically capturing downtime events, losses, and output in a single, easy-to-use timeline. This enables teams across operations, engineering, and leadership to quickly identify bottlenecks, reduce manual tasks, and make confident, data-backed decisions. With Raven.ai’s Automated Downtime Labeling and real-time analytics, manufacturers replace guesswork with insight — accelerating throughput, reducing waste, and unlocking measurable gains in OEE.

**Average Rating:** 4.3/5.0

**Total Reviews:** 20

#### How Do G2 Users Rate Raven.ai?

- **Dashboards:** 8.9/10 (Category avg: 8.6/10)
- **Aggregation:** 8.8/10 (Category avg: 8.4/10)
- **Propagation:** 8.2/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Raven.ai?

- **Seller:** [Raven Telemetry](https://www.g2.com/sellers/raven-telemetry)
- **Year Founded:** 2015
- **HQ Location:** Ottawa, CA
- **Twitter:** @RavenTelemetry  
297 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a95b67292afc86b99b6634b6ce52fe1347ef7a16ad85f98c2198652073872195&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fravenai%2F&secure%5Burl_type%5D=linkedin_company_website)  
29 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 55% Small, 35% Medium

#### What Do G2 Reviewers Say About Raven.ai?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **data-driven insights** from Raven.ai, enhancing efficiency and proactive machine supervision in operations.
- Users highlight the **enhanced efficiency** of Raven.ai, benefiting from real-time insights that streamline operations and reduce downtime.
- Users value the **seamless integration** of Raven.ai, enhancing productivity and providing real-time production tracking effortlessly.
- Users appreciate the **seamless integration** of Raven.ai, enhancing productivity and providing valuable real-time insights.
- Users value the **process improvement** capabilities of Raven.ai, enabling informed decisions for enhanced productivity in manufacturing.

##### Cons

- Users find the **complex usability** of Raven.ai to hinder their experience, especially on mobile and navigation aspects.
- Users find the **difficult learning curve** due to inadequate API documentation and absence of a built-in CI/CD pipeline.
- Users find the **initial setup expensive** , making the integration process more complex and time-consuming than anticipated.

#### What Are Recent G2 Reviews of Raven.ai?

**["Impressive Real-Time Video Analysis for Security"](https://www.g2.com/survey_responses/raven-ai-review-12081671)**

**Rating:** 4.0/5.0 stars

_— Suman R._

[Read full review](https://www.g2.com/survey_responses/raven-ai-review-12081671)

**["Enhancing Production Speed and Minimising Errors"](https://www.g2.com/survey_responses/raven-ai-review-10685590)**

**Rating:** 5.0/5.0 stars

_— Shalaka S._

[Read full review](https://www.g2.com/survey_responses/raven-ai-review-10685590)

### [Factry Historian](https://www.g2.com/products/factry-historian/reviews)

The open data management platform for Industry 4.0. Factry Historian is a powerful and easy-to-use data management platform for collecting, storing and visualising industrial process data. Our historian software will enable your business to transform raw production data into actionable visual insights, drastically reduce downtime, avoid costs and drive a better overall plant performance.

**Average Rating:** 4.9/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate Factry Historian?

- **Dashboards:** 9.8/10 (Category avg: 8.6/10)
- **Aggregation:** 9.6/10 (Category avg: 8.4/10)
- **Propagation:** 10.0/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Factry Historian?

- **Seller:** [Factry](https://www.g2.com/sellers/factry)
- **Year Founded:** 2016
- **HQ Location:** Ghent, BE
- **Twitter:** @factry\_io  
85 Twitter followers
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0a8968a42b9db2ec816a83195db2f5f9dacb55e663a527f202539f43cc30c67a&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Ffactry.io&secure%5Burl_type%5D=linkedin_company_website)  
57 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 55% Medium, 27% Small

#### What Do G2 Reviewers Say About Factry Historian?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **responsive customer support** for helping maximize Factry Historian's data analysis capabilities.
- Users appreciate the **powerful dashboard trends** in Factry Historian, enhancing their monitoring and analytical capabilities effortlessly.
- Users find Factry Historian's **data analysis capabilities** powerful and valuable for effective monitoring and reporting.
- Users appreciate the **powerful reporting capabilities** of Factry Historian, enhancing their data analysis and monitoring experiences.

#### What Are Recent G2 Reviews of Factry Historian?

**["User friendly and great customer support"](https://www.g2.com/survey_responses/factry-historian-review-8977853)**

**Rating:** 5.0/5.0 stars

_— Evan W._

[Read full review](https://www.g2.com/survey_responses/factry-historian-review-8977853)

**["Great modern tool for industrial applications"](https://www.g2.com/survey_responses/factry-historian-review-10977408)**

**Rating:** 5.0/5.0 stars

_— Verified User in Chemicals_

[Read full review](https://www.g2.com/survey_responses/factry-historian-review-10977408)

### [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?

- **Dashboards:** 9.2/10 (Category avg: 8.6/10)
- **Aggregation:** 6.7/10 (Category avg: 8.4/10)
- **Propagation:** 6.7/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)

#### 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)

### [ThingWorx Industrial IOT Platform](https://www.g2.com/products/thingworx-industrial-iot-platform/reviews)

The ThingWorx Industrial IoT Solutions Platform offers a rich set of capabilities that enable powerful solutions for design, manufacturing, service, and industrial operations. Flexible and purpose-built for IIoT, ThingWorx empowers industrial enterprises to digitally transform every aspect of their business with innovative solutions that are simple to create, easy to implement, scalable to meet future needs, and accelerate time to value.

**Average Rating:** 3.9/5.0

**Total Reviews:** 22

#### How Do G2 Users Rate ThingWorx Industrial IOT Platform?

- **Dashboards:** 10.0/10 (Category avg: 8.6/10)
- **Aggregation:** 8.3/10 (Category avg: 8.4/10)
- **Propagation:** 6.7/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10)

#### Who Is the Company Behind ThingWorx Industrial IOT Platform?

- **Seller:** [Velotic](https://www.g2.com/sellers/velotic)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e63cb4a676baecfdf79e57662d8f8c13dbf94764fda9440990db0e054ab197c3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvelotic-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
358 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 55% Large, 24% Medium

#### What Do G2 Reviewers Say About ThingWorx Industrial IOT Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of use** of ThingWorx invaluable, simplifying the design, coding, and testing of applications.
- Users value the **real-time monitoring** capability of ThingWorx, enhancing asset tracking and health analysis significantly.
- Users value the **excellent customer support** from PTC, enhancing their experience with ThingWorx Industrial IOT Platform.
- Users value the **real-time data analysis** capabilities of ThingWorx for tracking asset health and utilization.
- Users value the **efficiency** of ThingWorx, significantly reducing effort in designing, coding, and testing applications.

##### Cons

- Users find the product **costly** , making it inaccessible for small organizations to implement effectively.
- Users find the implementation process **complex** , making it challenging to fully utilize ThingWorx for all assets.
- Users find the platform **slightly complex to learn** , especially for those who are new and inexperienced.
- Users find the **charts widget basic** and lacking in effective report generation options for their needs.
- Users find the **poor reporting** capabilities of ThingWorx disappointing, particularly regarding the basic charts widget.

#### What Are Recent G2 Reviews of ThingWorx Industrial IOT Platform?

**["Review for Thingworx assest Monitoring anf utilization"](https://www.g2.com/survey_responses/thingworx-industrial-iot-platform-review-9953311)**

**Rating:** 4.5/5.0 stars

_— Chirag P._

[Read full review](https://www.g2.com/survey_responses/thingworx-industrial-iot-platform-review-9953311)

**["Rapid App Development with Strong OT/IT Connectivity and Real-Time Analytics"](https://www.g2.com/survey_responses/thingworx-industrial-iot-platform-review-12272978)**

**Rating:** 4.0/5.0 stars

_— Vishal D._

[Read full review](https://www.g2.com/survey_responses/thingworx-industrial-iot-platform-review-12272978)

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

Track Production, Increase Throughput! The OEE Tracker enables you to get instant access to shop-floor production data. Gather data with operator-friendly interfaces, automate & enhance it with IoT sensors, PLC connections and Digital Factory APIs – then turn it into dashboards that are available to everyone in the team on mobile app & large shop-floor dashboards. Ensure that decisions are made based on data & intelligent insights. -Collect "any" shop-floor data -Track work order progress -Monitor production performance -Instantly get notified about issues -End-to-end visibility & Data-driven decisions

**Average Rating:** 4.7/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate SCW.AI?

- **Dashboards:** 9.5/10 (Category avg: 8.6/10)
- **Aggregation:** 7.7/10 (Category avg: 8.4/10)
- **Propagation:** 8.3/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)

#### Who Is the Company Behind SCW.AI?

- **Seller:** [SCW.AI](https://www.g2.com/sellers/scw-ai)
- **Year Founded:** 2014
- **HQ Location:** Princeton, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=55bf94e0fb8a5ec3fc386187f95b654dc59804f99f2da88448a7ff3db0c1a77a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5129132&secure%5Burl_type%5D=linkedin_company_website)  
38 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Pharmaceuticals
- **Company Size:** 83% Medium, 8% Large

#### What Do G2 Reviewers Say About SCW.AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation features** of SCW.AI for efficient tracking and notifications in production processes.
- Users benefit from **downtime management** via SCW.AI's sensors, allowing timely notifications and better waste tracking.
- Users value the **real-time monitoring** of SCW.AI for its ability to provide instant notifications and actionable insights.

#### What Are Recent G2 Reviews of SCW.AI?

**["I have had nothing but good things to say about SCW."](https://www.g2.com/survey_responses/scw-ai-review-10301215)**

**Rating:** 5.0/5.0 stars

_— Emily K._

[Read full review](https://www.g2.com/survey_responses/scw-ai-review-10301215)

**["Spectacular customer support"](https://www.g2.com/survey_responses/scw-ai-review-10015077)**

**Rating:** 5.0/5.0 stars

_— Kagan C._

[Read full review](https://www.g2.com/survey_responses/scw-ai-review-10015077)

### [Intellect QMS](https://www.g2.com/products/intellect-intellect-qms/reviews)

Intellect is an AI-powered Quality Management System (QMS) and Connected Frontline Worker (CFW) platform designed for manufacturers and life sciences organizations. It is a unified software platform that helps companies manage quality, compliance, and frontline operations in a single system to improve product quality, ensure regulatory compliance, and reduce the Cost of Quality (CoQ). The Intellect platform enables organizations to digitize and automate end-to-end quality processes while connecting them directly to execution on the shop floor. Unlike traditional QMS solutions that operate separately from daily operations, Intellect bridges quality management with frontline work to ensure issues are identified, acted on, and resolved in real time. The platform includes a comprehensive suite of Quality Management System applications such as Document Control, CAPA (Corrective and Preventive Actions), Audit Management, Risk Management, Training Management, Supplier Quality Management, Complaint Handling, and Nonconformance Management. These capabilities help organizations maintain compliance with global regulatory standards including FDA 21 CFR Part 11, ISO 9001, ISO 13485, GxP, OSHA, and EHS requirements. In addition to core QMS functionality, Intellect includes Connected Frontline Worker (CFW) capabilities that support shop floor execution. This includes digital work instructions, task management, skills and training execution, frontline communication, issue capture, and real-time collaboration between operators, supervisors, and quality teams. This ensures that quality processes are embedded directly into daily operational workflows. The platform is available as both SaaS and on-premises deployment options to meet enterprise IT, security, and validation requirements. It is built to support highly regulated environments where traceability, audit readiness, and data integrity are critical. By combining QMS and CFW capabilities into a single platform, Intellect provides organizations with end-to-end visibility from quality planning to frontline execution. This helps improve operational efficiency, reduce compliance risk, accelerate corrective action cycles, and drive continuous improvement across manufacturing and life sciences operations. Organizations choose Intellect to modernize legacy quality systems, connect frontline operations with enterprise quality management, and achieve measurable improvements in compliance performance, audit readiness, and Cost of Quality reduction.

**Average Rating:** 4.6/5.0

**Total Reviews:** 92

#### How Do G2 Users Rate Intellect QMS?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Intellect QMS?

- **Seller:** [Intellect](https://www.g2.com/sellers/intellect)
- **Year Founded:** 2000
- **HQ Location:** Los Angeles, CA
- **Twitter:** @IntellectIQ  
3,513 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8dfaf7225852aee922461bf32746b3e47e29ac5098524ba2724fd6781440d636&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finterneer&secure%5Burl_type%5D=linkedin_company_website)  
103 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Medical Devices, Pharmaceuticals
- **Company Size:** 60% Medium, 24% Small

#### What Do G2 Reviewers Say About Intellect QMS?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **excellent customer support** of Intellect, enhancing their experience with dedicated technical assistance and training.
- Users value the **customizability** of Intellect, enabling personalized templates, workflows, and app creation for optimal use.
- Users value the **extensive customization options** of Intellect, enabling tailored templates, workflows, and apps for their needs.
- Users find Intellect's **supportive guidance** invaluable in staying on track with timelines and expectations throughout the process.
- Users appreciate the **complete customization** of Intellect, allowing for tailored templates, workflows, and apps to enhance productivity.

##### Cons

- Users find the **complexity** of Intellect challenging, as it often requires extensive customization and lacks clear guidance.
- Users find the **limited customization** options of Intellect can lead to extra adjustments and frustrations during use.
- Users struggle with **poor documentation** , finding configuration training inadequate and lacking comprehensive guidance on software features.
- Users face **software bugs** that hinder user experience, complicating customization, configuration, and troubleshooting processes.
- Users find the **complex setup** of Intellect challenging due to inadequate training and cumbersome configuration processes.

#### What Are Recent G2 Reviews of Intellect QMS?

**["Flexible Platform and Great Customer Service"](https://www.g2.com/survey_responses/intellect-qms-review-7759945)**

**Rating:** 5.0/5.0 stars

_— Brittany V._

[Read full review](https://www.g2.com/survey_responses/intellect-qms-review-7759945)

**["Best choice for a startup implementing QMS"](https://www.g2.com/survey_responses/intellect-qms-review-10360046)**

**Rating:** 4.5/5.0 stars

_— Verified User in Transportation/Trucking/Railroad_

[Read full review](https://www.g2.com/survey_responses/intellect-qms-review-10360046)

#### What Are G2 Users Discussing About Intellect QMS?

- [How has Intellect supported your quality management processes, and what advice would you give to new users?](https://www.g2.com/discussions/how-has-intellect-supported-your-quality-management-processes-and-what-advice-would-you-give-to-new-users)
- [What is Zaptic used for?](https://www.g2.com/discussions/what-is-zaptic-used-for)
- [What does Intellect do?](https://www.g2.com/discussions/what-does-intellect-do)
- [What is QMS software?](https://www.g2.com/discussions/intellect-what-is-qms-software)
- [How much does intellect cost?](https://www.g2.com/discussions/how-much-does-intellect-cost) - 1 comment

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

Build The Right Thing. The Right Way. Right Now. At Manufacturo, we believe the future belongs to manufacturers who learn fast and adapt even faster. Our platform is purpose-built for you to outpace the status quo — with everything you need to move from engineering to production, to scale efficiently and operate with precision. Manufacturo is a cloud platform for manufacturers that combines deep functionality with modern flexibility. It’s not just a manufacturing execution system (MES). From day one, we designed our platform to be intuitive, fast, and API-first—built to match the way modern manufacturers operate. You can deploy quickly, scale at your pace, and configure everything just the way you want it — or use it right out of the box. Our cloud platform includes native applications built from the ground up as a unified system: dispatching and work scheduling, document control, nonconformance and CAPA management, traceability, inventory and asset tracking, material requirements planning (MRP), standard operations, and more. Real-time data flows from one operation to the next—driving usability, visibility, and quality across the production process. Unlike legacy MES tools, Manufacturo embeds quality – including compliance, traceability, and change control - directly into production; there are no bolt-ons, no workarounds. Every decision is grounded in clean, contextualized data. Every production operation is a quality operation. Every process is built to adapt. And every user, from the shop floor to engineering, gets a system that makes the complex usable. Whether you're launching spacecraft, building energy infrastructure, or scaling next-gen manufacturing, Manufacturo gives you the control, visibility, and agility to do it right — and do it better.

**Average Rating:** 4.7/5.0

**Total Reviews:** 35

#### How Do G2 Users Rate MANUFACTURO?

- **Dashboards:** 8.3/10 (Category avg: 8.6/10)
- **Aggregation:** 9.4/10 (Category avg: 8.4/10)
- **Propagation:** 9.4/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)

#### Who Is the Company Behind MANUFACTURO?

- **Seller:** [MANUFACTURO](https://www.g2.com/sellers/manufacturo)
- **Year Founded:** 2018
- **HQ Location:** Brea, US
- **Twitter:** @MANUFACTURO1  
70 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=79d89432d449917451c4d265b172da4173c832d816d9ee6160c679cbfc92b61e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmanufacturo-com%2F&secure%5Burl_type%5D=linkedin_company_website)  
87 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Manufacturing Engineer
- **Top Industries:** Aviation & Aerospace, Automotive
- **Company Size:** 51% Medium, 37% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Manufacturo, appreciating its user-friendly interface and seamless integration capabilities.
- Users appreciate the **seamless integration** of Manufacturo, enhancing operational efficiency with user-friendly features and robust support.
- Users highlight the **efficiency improvements** of Manufacturo, facilitating streamlined production and enhanced traceability in operations.
- Users appreciate the **integrated features** of Manufacturo, enabling modern manufacturing with high traceability and ease of use.
- Users praise the **seamless integrations** of Manufacturo, highlighting its user-friendly interface and streamlined operations.

##### Cons

- Users find the **complex usability** of MANUFACTURO challenging, especially with editing and integration features.
- Users face a **difficult learning curve** with MANUFACTURO, hindering quick adaptation to the system’s features and functionalities.
- Users find the **challenges in usage** of MANUFACTURO frustrating, particularly with editing and roll back features.
- Users find the **confusing procedures** hamper a smooth setup and integration with other systems like ERP and PLM.
- Users find the **difficulty in using editing and rollback features** an obstacle, complicating processes with integrated systems.

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

**["All-in-One Manufacturing Setup with Fast Navigation and Great Support"](https://www.g2.com/survey_responses/manufacturo-review-12648011)**

**Rating:** 4.0/5.0 stars

_— Verified User in Oil & Energy_

[Read full review](https://www.g2.com/survey_responses/manufacturo-review-12648011)

**["Fantastic, Intuitive Integration Across Inventory, Nonconformance, and Work Instructions"](https://www.g2.com/survey_responses/manufacturo-review-12610394)**

**Rating:** 4.0/5.0 stars

_— Verified User in Aviation & Aerospace_

[Read full review](https://www.g2.com/survey_responses/manufacturo-review-12610394)

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

proGrow is an intelligent web platform dedicated to industrial frontline operations, with state-of-the-art IoT connectivity and data analysis. In a nutshell, proGrow converts any equipment or workstation online. With customizable KPIs within real-time dashboards, historical analysis and automatic reports, our customers make fast, data-driven decisions. The platform also allows operations to improve through customized workflows, such as maintenance or quality tickets and continuous improvement tools. With plug-and-play installation and customizable control panels, proGrow returns are generated immediately.

**Average Rating:** 4.7/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate proGrow?

- **Dashboards:** 9.6/10 (Category avg: 8.6/10)
- **Aggregation:** 8.8/10 (Category avg: 8.4/10)
- **Propagation:** 9.2/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)

#### Who Is the Company Behind proGrow?

- **Seller:** [proGrow](https://www.g2.com/sellers/progrow)
- **Year Founded:** 2014
- **HQ Location:** Matosinhos, Porto
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b10e91b2947dcab801b30ce58328f0696174e2e3308d2e5441f7dc46e0533051&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fprogrow-s.a.&secure%5Burl_type%5D=linkedin_company_website)  
36 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 38% Small, 38% Medium

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

**["Great solution for Continuous Improvement"](https://www.g2.com/survey_responses/progrow-review-9209288)**

**Rating:** 5.0/5.0 stars

_— Jorge M._

[Read full review](https://www.g2.com/survey_responses/progrow-review-9209288)

**["Progrow in Textil Sector - Manufacturing Tracking"](https://www.g2.com/survey_responses/progrow-review-9306414)**

**Rating:** 5.0/5.0 stars

_— Filipe P._

[Read full review](https://www.g2.com/survey_responses/progrow-review-9306414)

### [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?

- **Dashboards:** 9.2/10 (Category avg: 8.6/10)
- **Aggregation:** 8.0/10 (Category avg: 8.4/10)
- **Propagation:** 8.0/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Guidewheel?

- **Seller:** [Guidewheel](https://www.g2.com/sellers/guidewheel)
- **Company Website:** go.guidewheel.com
- **Year Founded:** 2018
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1cac6d81c9d602cf4d6d08da4e4c10a78dabc79e6d05795b3bb96c86fe867e30&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fguidewheel&secure%5Burl_type%5D=linkedin_company_website)  
101 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 73% Medium, 18% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **excellent customer support** offered by Guidewheel, enhancing their experience and resolving issues efficiently.
- Users find Guidewheel's **ease of use** and installation exceptional, enhancing their ability to track and interpret data effectively.
- Users value the **remote tracking capabilities** of Guidewheel, enhancing operational efficiency and communication in their facilities.
- Users highlight the **remote tracking efficiency** of Guidewheel, enhancing machine management and operational oversight seamlessly.
- Users find the **automation capabilities** of Guidewheel invaluable for tracking, troubleshooting, and managing work assignments efficiently.

##### Cons

- Users find the **complex usability** of Guidewheel challenging, with issues in order details and graphic report exports.
- Users report **confusion** due to missing item descriptions and graphic reports lacking displayed values when printed or exported.
- Users face **export issues** with Guidewheel, as graphic reports fail to show values when printed or exported.
- Users express frustration over **poor reporting** , as item descriptions are missing and graphic reports lack visible graph 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)

### [Dploy Solutions](https://www.g2.com/products/dploy-solutions/reviews)

Dploy Solutions is a SaaS based software suite with Strategic Planning, KPI Management and Project Management solutions. Dploy's platform development has been customer driven over the past 20 years, which has given us a competitive edge for scaling to any size organization and across many industries. Dploy has helped hundreds of brands achieve their strategic objectives faster and drive continuous improvement through standardized KPI Management. As organizations grow and add complexity, the viable solutions for strategic alignment and standardized daily management become limited. This results in every department operating independently with limited visibility in reporting. Dploy provides the tools to help align your business activity and gives you clear visibility to every level of the organization to ensure everyone is working in the same direction. And when the strategy is to change the organizational footprint, Dploy easily adapts without the need for IT involvement.

**Average Rating:** 4.5/5.0

**Total Reviews:** 32

#### How Do G2 Users Rate Dploy Solutions?

- **Dashboards:** 9.6/10 (Category avg: 8.6/10)
- **Aggregation:** 7.5/10 (Category avg: 8.4/10)
- **Propagation:** 9.4/10 (Category avg: 8.3/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Dploy Solutions?

- **Seller:** [TBM Consulting Group](https://www.g2.com/sellers/tbm-consulting-group)
- **Year Founded:** 1998
- **HQ Location:** Morrisville, US
- **Twitter:** @DploySolutions  
436 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cc9a2539dfda2094d1777c80bb8da3dcdd2c2945781f4cc333965e4af626c4d5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Fdploy-solutions%2F&secure%5Burl_type%5D=linkedin_company_website)

#### Who Uses This Product?

- **Top Industries:** Retail, Financial Services
- **Company Size:** 69% Medium, 22% Large

#### What Are Recent G2 Reviews of Dploy Solutions?

**["Best KPI/Metric tracking tool"](https://www.g2.com/survey_responses/dploy-solutions-review-8833781)**

**Rating:** 5.0/5.0 stars

_— Henil L._

[Read full review](https://www.g2.com/survey_responses/dploy-solutions-review-8833781)

**["Dploy Solutions gives me all the necessary information in one place"](https://www.g2.com/survey_responses/dploy-solutions-review-9940434)**

**Rating:** 5.0/5.0 stars

_— Theunis M._

[Read full review](https://www.g2.com/survey_responses/dploy-solutions-review-9940434)

#### What Are G2 Users Discussing About Dploy Solutions?

- [What is Dploy Solutions used for?](https://www.g2.com/discussions/what-is-dploy-solutions-used-for)

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- [Advanced Planning and Scheduling (APS)](/categories/advanced-planning-and-scheduling-aps)
- [Connected Worker Platform](/categories/connected-worker-platform)
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- [Job Shop Management](/categories/job-shop-management)
- [Manufacturing Execution System](/categories/manufacturing-execution-system)
- [Supervisory Control and Data Acquisition (SCADA)](/categories/supervisory-control-and-data-acquisition-scada)

- [Warranty Management](/categories/warranty-management)

[Browse Manufacturing Intelligence Themes](/categories/manufacturing-intelligence/themes)

 ![Nathan Calabrese](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Nathan Calabrese")
NC

Researched and written by [Nathan Calabrese](https://research.g2.com/insights/author/nathan-calabrese)

Updated October 3, 2024

Manufacturing intelligence software helps manufacturers gather, manage, and analyze production data from multiple sources to improve operations. Consolidated from software systems and production equipment alike, manufacturing data can be analyzed in real time within manufacturing intelligence tools to detect quality issues and identify opportunities to both reduce manufacturing costs and increase productivity. This type of software is used mainly by production managers and supervisors to monitor operations across multiple locations, but can also be used by employees to find the information they need to perform manufacturing tasks.

Manufacturing intelligence software can be delivered as a standalone system or combined with manufacturing execution systems. This type of software needs to integrate with [ERP systems](https://www.g2.com/categories/erp-systems) to exchange production information and with [quality management software (QMS)](https://www.g2.com/categories/quality-management-qms) to help companies address quality issues. For optimal capture of shop floor data, manufacturing intelligence solutions should integrate with [Supervisory Control and Data Acquisition (SCADA) software](https://www.g2.com/categories/supervisory-control-and-data-acquisition-scada).

To qualify for inclusion in the Manufacturing Intelligence category, a product must:

- Gather manufacturing data from all systems and locations involved in production
- Provide features to clean and structure manufacturing data to make easier to use
- Deliver relevant information to the employees and managers involved in production
- Analyze production data in real time and alert users based on predefined rules
- Monitor KPIs and metrics for quality management, productivity, and cost control

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