--- 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: '2026-06-30' parent_category: name: Manufacturing url: https://www.g2.com/categories/manufacturing --- # Raven.ai Reviews **Vendor:** Raven Telemetry **Category:** [Manufacturing Intelligence Software](https://www.g2.com/categories/manufacturing-intelligence) **Average Rating:** 4.3/5.0 **Total Reviews:** 20 ## About Raven.ai 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. ## Raven.ai Pros & Cons **What users like:** - Users value the **data-driven insights** from Raven.ai, enhancing efficiency and improving machine supervision significantly. (5 reviews) - Users find that Raven.ai significantly boosts **efficiency** by providing real-time insights and reducing downtime in operations. (5 reviews) - Users value the **seamless integration** of Raven.ai, enhancing manufacturing efficiency and providing valuable insights effortlessly. (5 reviews) - Users appreciate the **seamless integration** of Raven.ai, which enhances productivity and provides valuable real-time insights. (4 reviews) - Users value the **process improvement** capabilities of Raven.ai, enhancing productivity through precise data insights. (4 reviews) - Automation (3 reviews) - Ease of Use (3 reviews) - Productivity Improvement (3 reviews) - Cost Analysis (1 reviews) - Customer Support (1 reviews) **What users dislike:** - Users find the **complex usability** of Raven.ai frustrating, suggesting an urgent need for a more user-friendly interface. (7 reviews) - Users find the **difficult learning curve** due to insufficient API documentation and absence of a CI/CD pipeline. (2 reviews) - Users find the setup process **expensive** and time-consuming, complicating the initial integration with their systems. (1 reviews) ## Raven.ai Reviews ### 1. Impressive Real-Time Video Analysis for Security **Rating:** 4.0/5.0 stars **Reviewed by:** Suman R. **Reviewed Date:** December 12, 2025 **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. **What do you dislike about Raven.ai?** I don't think any improvement required for right now. **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. ### 2. Enhancing Production Speed and Minimising Errors **Rating:** 5.0/5.0 stars **Reviewed by:** Shalaka S. | Graphics Designer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 24, 2024 **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. **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. **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.. ### 3. The experience is good, now i get to know what my machines are doing **Rating:** 4.0/5.0 stars **Reviewed by:** Lokesh k. | Business Research Associate, Mid-Market (51-1000 emp.) **Reviewed Date:** March 03, 2025 **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 **What do you dislike about Raven.ai?** Sometimes it gives false information and i think it is because of the algorithm biases **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 ### 4. Best app for creativeness **Rating:** 4.0/5.0 stars **Reviewed by:** Hritik J. | Legal Intern, Small-Business (50 or fewer emp.) **Reviewed Date:** March 03, 2025 **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. **What do you dislike about Raven.ai?** Interface needs to be upgraded or make it user friendly **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 ### 5. Improving production speed and reducing errors - Raven.ai **Rating:** 4.5/5.0 stars **Reviewed by:** DEEPAK K. | Software Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** December 13, 2024 **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. **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. **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. ### 6. Game-Changer for Manufacturing Teams - Amazing AI Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Events Services | Small-Business (50 or fewer emp.) **Reviewed Date:** June 21, 2025 **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. **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. **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 ### 7. Transforming Manufacturing Analytics with AI-Powered Insights **Rating:** 4.5/5.0 stars **Reviewed by:** Aadhyatm V. | Documentarian, Mid-Market (51-1000 emp.) **Reviewed Date:** February 21, 2025 **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. **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. **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. ### 8. Raven AI is the best in the production industry **Rating:** 4.5/5.0 stars **Reviewed by:** Shreya D. | Owner, Small-Business (50 or fewer emp.) **Reviewed Date:** December 29, 2024 **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. **What do you dislike about Raven.ai?** Maybe they sould add a few more features to the demo version **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 ### 9. Raven.ai review **Rating:** 4.5/5.0 stars **Reviewed by:** Anshu Y. | Sr. Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** January 28, 2025 **What do you like best about Raven.ai?** The platform provides precise data, aiding manufacturers in making informed decisions to enhance productivity. **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. **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. ### 10. Real time data management with manafucturers **Rating:** 4.0/5.0 stars **Reviewed by:** Santhosh S. | Senior Research And Development Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** February 09, 2025 **What do you like best about Raven.ai?** Exact time and complete transpirancy with the shop floor and for the continuous improvement of manufacturers **What do you dislike about Raven.ai?** Even more user friendly and few more updates regarding the accuracy **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 ### 11. Perfect AI to supervise manufacturing **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Mid-Market (51-1000 emp.) **Reviewed Date:** February 27, 2025 **What do you like best 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 digital supervisor, replacing the need for constant human monitoring by overseeing all my machines in real time. It has reduced downtime, ensuring smooth operations. **What do you dislike about Raven.ai?** The initial setup and integration with existing systems was complex, time-consuming and a bit expensive. **What problems is Raven.ai solving and how is that benefiting you?** Performing Supervision, Overseeing Machines, Log Reporting, Preventing Downtimes by Timely Reporting and Advising Measures ### 12. Shop floor time management **Rating:** 3.5/5.0 stars **Reviewed by:** Aravind K. | R&D Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2025 **What do you like best 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 **What do you dislike about Raven.ai?** Need more specific data for an accurate analysis **What problems is Raven.ai solving and how is that benefiting you?** It helps our data management in a proper and more efficient way ### 13. Raven.ai **Rating:** 5.0/5.0 stars **Reviewed by:** Atish K. | CSR, Small-Business (50 or fewer emp.) **Reviewed Date:** August 01, 2024 **What do you like best about Raven.ai?** Raven.ai provides real-time monitoring of manufacturing processes, allowing for immediate detection and correction of issues, which can significantly reduce downtime and improve efficiency. Solutions are designed to be scalable, making them suitable for both small manufacturers and large industrial operations. **What do you dislike about Raven.ai?** Integrating new analytics tools into existing manufacturing systems can sometimes be complex and require significant time and resources. While the interface is user-friendly, there can still be a learning curve for staff to fully utilize the platform's features and capabilities. **What problems is Raven.ai solving and how is that benefiting you?** Raven.ai helps identify bottlenecks and inefficiencies in production processes through real-time monitoring and data analysis. This enables manufacturers to streamline operations, reduce cycle times, and increase throughput. The platform helps manufacturers optimize the use of raw materials, energy, and other resources. This reduces waste, lowers production costs, and supports sustainability initiatives. ### 14. How raven.ai helped in production support the **Rating:** 4.0/5.0 stars **Reviewed by:** Vignan K. | Mechanical Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 28, 2025 **What do you like best about Raven.ai?** The connection between the machine and operator is a new concept **What do you dislike about Raven.ai?** It is still not production friendly and has to improve a lot **What problems is Raven.ai solving and how is that benefiting you?** Helped to transfer the knowledge at a faster speed for new production employees ### 15. Raven.ai review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** January 24, 2025 **What do you like best about Raven.ai?** Robust tool for manufacturers aiming to enhance productivity through data-driven insights **What do you dislike about Raven.ai?** There are very limited options for customization **What problems is Raven.ai solving and how is that benefiting you?** It leverages artificial intelligence and machine learning to optimize production processes and enhance operational efficiency. Also it is used to integrates data from machines and operators to provide a comprehensive timeline of production events. The best part is that it accounts for 100% of production time and Overall Equipment Effectiveness (OEE) losses. ### 16. Raven AI Best in production world **Rating:** 5.0/5.0 stars **Reviewed by:** vashu s. | Seo Executive, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** December 12, 2024 **What do you like best about Raven.ai?** I take Raven AI's Demo Version it makes an extraordinary experience in the work of production of Graphics for my site business **What do you dislike about Raven.ai?** May be they need to give some little more features in Demo Version **What problems is Raven.ai solving and how is that benefiting you?** My project needs the Clarification for Road front view this software gives me clarification also some more options ### 17. Made My Workflow So Much Easier **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Networking | Small-Business (50 or fewer emp.) **Reviewed Date:** January 22, 2025 **What do you like best about Raven.ai?** Its automation features have helped us reduce manual work, making our processes much more efficient. **What do you dislike about Raven.ai?** There are a few customization options missing that would make it even more versatile for our specific needs **What problems is Raven.ai solving and how is that benefiting you?** Raven.ai makes it easy to track processes, fix issues, and get useful insights, helping save time and work more efficiently. ### 18. Good production monitoring software **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** January 21, 2025 **What do you like best about Raven.ai?** Helps inprove efficiency with real time insights that are very useful. **What do you dislike about Raven.ai?** API documentation can be more detailed, overall it is good. **What problems is Raven.ai solving and how is that benefiting you?** solves the problem of inefficient production monitoring by providing real-time visibility, automated downtime tracking, and actionable insights to improve operational efficiency and reduce waste in manufacturing processes. ### 19. Simplifies Complex Data Like a Pro **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Networking | Small-Business (50 or fewer emp.) **Reviewed Date:** January 21, 2025 **What do you like best about Raven.ai?** Raven.ai has simplified complex reporting tasks, saving us both time and effort **What do you dislike about Raven.ai?** I wish the integration with other tools was smoother—it works, but it could be more seamless, **What problems is Raven.ai solving and how is that benefiting you?** Raven.ai helps streamline process monitoring, reduces inefficiencies, and provides actionable insights, saving time and improving overall productivity. ### 20. One stop reporting solution **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Accounting | Small-Business (50 or fewer emp.) **Reviewed Date:** November 30, 2022 **What do you like best about Raven.ai?** They have combined all the apps that need tracking at one place **What do you dislike about Raven.ai?** A bit difficult to understand initially, once you start exploring then it becomes fine **What problems is Raven.ai solving and how is that benefiting you?** Saving time in comparing the data by collecting it in one place and then it can be analyzed easily - [View Raven.ai pricing details and edition comparison](https://www.g2.com/products/raven-ai/reviews?section=pricing&secure%5Bexpires_at%5D=2026-07-06+05%3A39%3A06+-0500&secure%5Bsession_id%5D=d8756479-e826-4a24-9952-3ee78ef31db2&secure%5Btoken%5D=f7b1a67644cfe8c3531e3bef671ec31c74ebab4a6594a1c0341b16c39f4cf728&format=llm_user) ## Raven.ai Features **Data Management** - Aggregation - Data Models - Propagation - Data Collection - Cleansing **Analytics** - KPIs - Real Time - Dashboards **Agentic AI - Manufacturing Intelligence** - Proactive Assistance ## Top Raven.ai Alternatives - [L2L](https://www.g2.com/products/l2l/reviews) - 4.3/5.0 (215 reviews) - [TrendMiner](https://www.g2.com/products/trendminer/reviews) - 4.6/5.0 (178 reviews) - [Seeq](https://www.g2.com/products/seeq/reviews) - 4.6/5.0 (145 reviews)