--- title: Raven.ai Reviews meta\_title: 'Raven.ai Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 20 reviews by the users' company size, role or industry to find out how Raven.ai works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 20 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Manufacturing url: https://www.g2.com/categories/manufacturing --- ### Raven.ai Pros and Cons: Top Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users value the **data-driven insights** from Raven.ai, enhancing efficiency and proactive machine supervision in operations. [(5 mentions)](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=2003356&qs=pros-and-cons#reviews) Users highlight the **enhanced efficiency** of Raven.ai, benefiting from real-time insights that streamline operations and reduce downtime. [(5 mentions)](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=1596006&qs=pros-and-cons#reviews) Users value the **seamless integration** of Raven.ai, enhancing productivity and providing real-time production tracking effortlessly. [(5 mentions)](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=1595984&qs=pros-and-cons#reviews) Users appreciate the **seamless integration** of Raven.ai, enhancing productivity and providing valuable real-time insights. [(4 mentions)](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=2003361&qs=pros-and-cons#reviews) Users value the **process improvement** capabilities of Raven.ai, enabling informed decisions for enhanced productivity in manufacturing. [(4 mentions)](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=2003352&qs=pros-and-cons#reviews) Users find the **complex usability** of Raven.ai to hinder their experience, especially on mobile and navigation aspects. [(7 mentions)](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=1596072&qs=pros-and-cons#reviews) Users find the **difficult learning curve** due to inadequate API documentation and absence of a built-in CI/CD pipeline. [(2 mentions)](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=1595962&qs=pros-and-cons#reviews) Users find the **initial setup expensive** , making the integration process more complex and time-consuming than anticipated. [(1 mentions)](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=2026546&qs=pros-and-cons#reviews) ### Top Pros or Advantages of Raven.ai ##### 1. Data Analysis Users value the **data-driven insights** from Raven.ai, enhancing efficiency and proactive machine supervision in operations. [ See 5 mentions ](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=2003356&qs=pros-and-cons#reviews) See Related User Reviews ![Suman R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Suman R.") SR Suman R. 4.0/5 "Impressive Real-Time Video Analysis for Security" What do you like about Raven.ai? I like Raven.ai's core functions of video analysis for security reasons. It's quite good. The initial setup was quite impressive and featured a new de ![Lokesh k.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lokesh k.") LK Lokesh k. Mid-Market (51-1000 emp.) 4.0/5 "The experience is good, now i get to know what my machines are doing" What do you like about Raven.ai? Data driven insights that i get in our harness business, we also make control panels and raven ai help me to get info about my machines and it helps m ##### 2. Efficiency Users highlight the **enhanced efficiency** of Raven.ai, benefiting from real-time insights that streamline operations and reduce downtime. [ See 5 mentions ](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=1596006&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "Perfect AI to supervise manufacturing" What do you like about Raven.ai? I have been using Raven.ai for nearly an year to supervise production activities, and it has significantly improved efficiency. The platform acts as a ![Aravind K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aravind K.") AK Aravind K. Mid-Market (51-1000 emp.) 3.5/5 "Shop floor time management" What do you like about Raven.ai? By collecting the data of the day to day activities in the shop floor it helps in manage to track the on going work or tasks ##### 3. Manufacturing Integration Users value the **seamless integration** of Raven.ai, enhancing productivity and providing real-time production tracking effortlessly. [ See 5 mentions ](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=1595984&qs=pros-and-cons#reviews) See Related User Reviews ![Hritik J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Hritik J.") HJ Hritik J. Small-Business (50 or fewer emp.) 4.0/5 "Best app for creativeness" What do you like about Raven.ai? Raven has completely revolutionized the production tracking of our manufacturing facilities. The ease of use (both in installation and daily operation AV Aadhyatm V. Mid-Market (51-1000 emp.) 4.5/5 "Transforming Manufacturing Analytics with AI-Powered Insights" What do you like about Raven.ai? The platform is very seamless to integrate with our existing system, making it easy for both operators and managers to extract meaningful insights. Th ##### 4. Insights Users appreciate the **seamless integration** of Raven.ai, enhancing productivity and providing valuable real-time insights. [ See 4 mentions ](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=2003361&qs=pros-and-cons#reviews) See Related User Reviews ![Lokesh k.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lokesh k.") LK Lokesh k. Mid-Market (51-1000 emp.) 4.0/5 "The experience is good, now i get to know what my machines are doing" What do you like about Raven.ai? Data driven insights that i get in our harness business, we also make control panels and raven ai help me to get info about my machines and it helps m AV Aadhyatm V. Mid-Market (51-1000 emp.) 4.5/5 "Transforming Manufacturing Analytics with AI-Powered Insights" What do you like about Raven.ai? The platform is very seamless to integrate with our existing system, making it easy for both operators and managers to extract meaningful insights. Th ##### 5. Process Improvement Users value the **process improvement** capabilities of Raven.ai, enabling informed decisions for enhanced productivity in manufacturing. [ See 4 mentions ](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=2003352&qs=pros-and-cons#reviews) See Related User Reviews ![Aravind K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aravind K.") AK Aravind K. Mid-Market (51-1000 emp.) 3.5/5 "Shop floor time management" What do you like about Raven.ai? By collecting the data of the day to day activities in the shop floor it helps in manage to track the on going work or tasks ![Santhosh S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Santhosh S.") SS Santhosh S. Mid-Market (51-1000 emp.) 4.0/5 "Real time data management with manafucturers" What do you like about Raven.ai? Exact time and complete transpirancy with the shop floor and for the continuous improvement of manufacturers ### Top Cons or Disadvantages of Raven.ai ##### 1. Complex Usability Users find the **complex usability** of Raven.ai to hinder their experience, especially on mobile and navigation aspects. [ See 7 mentions ](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=1596072&qs=pros-and-cons#reviews) See Related User Reviews ![Hritik J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Hritik J.") HJ Hritik J. Small-Business (50 or fewer emp.) 4.0/5 "Best app for creativeness" What do you dislike about Raven.ai? Interface needs to be upgraded or make it user friendly ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "Perfect AI to supervise manufacturing" What do you dislike about Raven.ai? The initial setup and integration with existing systems was complex, time-consuming and a bit expensive. ##### 2. Difficult Learning Users find the **difficult learning curve** due to inadequate API documentation and absence of a built-in CI/CD pipeline. [ See 2 mentions ](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=1595962&qs=pros-and-cons#reviews) See Related User Reviews ![Shalaka S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shalaka S.") SS Shalaka S. Small-Business (50 or fewer emp.) 5.0/5 "Enhancing Production Speed and Minimising Errors" What do you dislike about Raven.ai? The API documentation isn’t very detailed and doesn’t include examples for edge case scenarios. Also, the lack of a built-in CI/CD pipeline means more DK DEEPAK K. Mid-Market (51-1000 emp.) 4.5/5 "Improving production speed and reducing errors - Raven.ai" What do you dislike about Raven.ai? API documentation is not very detailed and lacks examples for any edge case scenarios. Additionally, for me the lack of built in CI/CS pipeline, requi ##### 3. Expensive Users find the **initial setup expensive** , making the integration process more complex and time-consuming than anticipated. [ See 1 mentions ](https://www.g2.com/products/raven-ai/reviews?filters%5Bsentiment_snippet%5D=2026546&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "Perfect AI to supervise manufacturing" What do you dislike about Raven.ai? The initial setup and integration with existing systems was complex, time-consuming and a bit expensive. ## Top-Rated Alternatives [ ![L2L](https://images.g2crowd.com/uploads/product/hd_favicon/b080c6a472ec75bba8cfa97959deb80f/l2l.svg "L2L") L2L 4.3/5(216) ](https://www.g2.com/products/l2l/reviews) [ ![TrendMiner](https://images.g2crowd.com/uploads/product/hd_favicon/8bbe084577b4431b9a342d5d9dc9bc15/trendminer.svg "TrendMiner") TrendMiner 4.6/5(179) ](https://www.g2.com/products/trendminer/reviews) [ ![Seeq](https://images.g2crowd.com/uploads/product/hd_favicon/25b79c852a5c5e991c0cfd9209dea09c/seeq.svg "Seeq") Seeq 4.6/5(150) ](https://www.g2.com/products/seeq/reviews) [ View All Alternatives ](https://www.g2.com/products/raven-ai/competitors/alternatives) ![Suman R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Suman R.") SR Suman R. 12/12/2025 "Impressive Real-Time Video Analysis for Security" 4/5 What do you like best about Raven.ai? I like Raven.ai's core functions of video analysis for security reasons. It's quite good. The initial setup was quite impressive and featured a new design. Review collected by and hosted on G2.com. What do you dislike about Raven.ai? I don't think any improvement required for right now. Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? I use Raven.ai for real-time video analysis, detecting suspicious activity, and sending alerts. I like its core functions for security reasons. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Shalaka S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shalaka S.") SS Shalaka S. Graphics Designer Small-Business (50 or fewer emp.) 12/24/2024 "Enhancing Production Speed and Minimising Errors" 5/5 What do you like best about Raven.ai? I really like how easy it is to connect with MES and ERP systems. The API support makes it simple for the team to build custom features when needed. The machine learning feature is great because it spots potential errors early, giving us time to fix issues before everythinng goes live. Review collected by and hosted on G2.com. What do you dislike about Raven.ai? The API documentation isn’t very detailed and doesn’t include examples for edge case scenarios. Also, the lack of a built-in CI/CD pipeline means more manual effort is needed, which coud have been automated to save time and effort. Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? Raven helps manufacturers succeed by giving frontline workers, engineers, and managers the tools to make data-driven decisions for boosting productivity. It’s the only solution that combines machine data with frontline insights to deliver a complete, contextual timeline of production events—capturing 100% of production time and OEE losse.. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Lokesh k.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lokesh k.") LK Lokesh k. Business Research Associate Mid-Market (51-1000 emp.) 3/3/2025 "The experience is good, now i get to know what my machines are doing" 4/5 What do you like best about Raven.ai? Data driven insights that i get in our harness business, we also make control panels and raven ai help me to get info about my machines and it helps me in knowing whats wrong with my machines Review collected by and hosted on G2.com. What do you dislike about Raven.ai? Sometimes it gives false information and i think it is because of the algorithm biases Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? Without this, i was not able to get the information of the machines and our teams generally continuously operated on low efficient machines , but this tool is helping us to run our machines on full capacity and efficiency, and it also point out any kind of defect or miss functioning Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Hritik J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Hritik J.") HJ Hritik J. Legal Intern Small-Business (50 or fewer emp.) 3/3/2025 "Best app for creativeness" 4/5 What do you like best about Raven.ai? Raven has completely revolutionized the production tracking of our manufacturing facilities. The ease of use (both in installation and daily operation) is unmatched. I love that I know the current status of our equipment (as well as how long it has been in that state) as soon as I walk through an area. Review collected by and hosted on G2.com. What do you dislike about Raven.ai? Interface needs to be upgraded or make it user friendly Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? It helps me to utilise my mind in full extent and I can easily able to generate the things I wanted with this ai. Too much helpful for me Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic DK DEEPAK K. Software Engineer Information Technology and Services Mid-Market (51-1000 emp.) 12/13/2024 "Improving production speed and reducing errors - Raven.ai" 4.5/5 What do you like best about Raven.ai? I really like its ease of integrating and use with MES and ERP systems. It has API support that allows the team to create extensions as per the requirement. Use of machine learning helps to identify potential error before hand, giving time to work on the workflow before the release. Review collected by and hosted on G2.com. What do you dislike about Raven.ai? API documentation is not very detailed and lacks examples for any edge case scenarios. Additionally, for me the lack of built in CI/CS pipeline, requires more of a manual effort, which could be part of automatic process. Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? It helps in collecting real-time data and analysing in the manufacturing environment. This reduces time for manual entry of data, thus saves time. Additionally, insights help us to improve production line by identifying errors and making process faster. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Events Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Events Services") UE Verified User in Events Services Small-Business (50 or fewer emp.) 6/21/2025 "Game-Changer for Manufacturing Teams - Amazing AI Tool" 5/5 What do you like best about Raven.ai? Raven.ai has completely transformed the way our team works on the shop floor. It's super easy to use and helps us quickly identify bottlenecks and improve productivity. Review collected by and hosted on G2.com. What do you dislike about Raven.ai? The initial setup took a bit longer than expected. Once it's up and running though, it works like a charm. Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? Real-time performance monitoring on the shop floor Clear insights into productivity, quality, and operations Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic AV Aadhyatm V. Documentarian Mid-Market (51-1000 emp.) 2/21/2025 "Transforming Manufacturing Analytics with AI-Powered Insights" 4.5/5 What do you like best about Raven.ai? The platform is very seamless to integrate with our existing system, making it easy for both operators and managers to extract meaningful insights. Their customer support is also very useful. Review collected by and hosted on G2.com. What do you dislike about Raven.ai? The mobile app experience could be more refined. Sometimes, navigation feels a bit clunky compared to the desktop version. Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? Many traditional systems fail to capture accurate machine and operator data. Raven AI automates data collection from different sources, standardizing insights for better decision making. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Shreya D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shreya D.") SD Shreya D. Owner Small-Business (50 or fewer emp.) 12/29/2024 "Raven AI is the best in the production industry" 4.5/5 What do you like best about Raven.ai? I tried the version of Raven AI, and it give me an amazing experience in creating graphics for my website business. Review collected by and hosted on G2.com. What do you dislike about Raven.ai? Maybe they sould add a few more features to the demo version Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? My prject needed a clear view of the road front, and this software provided that along with some extra options Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Anshu Y.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Anshu Y.") AY Anshu Y. Sr. Data Analyst Mid-Market (51-1000 emp.) 1/28/2025 "Raven.ai review" 4.5/5 What do you like best about Raven.ai? The platform provides precise data, aiding manufacturers in making informed decisions to enhance productivity. Review collected by and hosted on G2.com. What do you dislike about Raven.ai? Raven.ai can add more on-the-fly customization options, such as the ability to add new product codes independently. Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? Raven.ai is a robust tool for manufacturering aiming to optimize the operations through detailed data analysis and real-time monitoring. It helps in reducing costs on operations and makes our team more efficient in work. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Santhosh S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Santhosh S.") SS Santhosh S. Senior Research And Development Engineer Mid-Market (51-1000 emp.) 2/9/2025 "Real time data management with manafucturers" 4/5 What do you like best about Raven.ai? Exact time and complete transpirancy with the shop floor and for the continuous improvement of manufacturers Review collected by and hosted on G2.com. What do you dislike about Raven.ai? Even more user friendly and few more updates regarding the accuracy Review collected by and hosted on G2.com. What problems is Raven.ai solving and how is that benefiting you? We were not able to track the complete real time data with the manufacturers and now I'm able to know when will be product will be completed by the exact time Review collected by and hosted on G2.com. 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