--- title: Dataloop Reviews meta_title: 'Dataloop Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 89 reviews by the users' company size, role or industry to find out how Dataloop works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 89 scale: '5' date_modified: '2026-08-04' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Dataloop Reviews **Vendor:** Dataloop **Category:** [Data Labeling Software](https://www.g2.com/categories/data-labeling) **Average Rating:** 4.4/5.0 **Total Reviews:** 89 ## About Dataloop Dataloop is a cutting-edge AI Development Platform that's transforming the way organizations build AI applications. Our platform is meticulously crafted to cater to developers at the heart of the AI development process, making it simpler and more intuitive to work with data and AI models. Our comprehensive solution spans the full AI development lifecycle, offering tools and functionalities that streamline data management, annotation, model selection, and deployment. Dataloop's platform is built with a focus on collaboration, allowing developers, data scientists, and engineers to work together seamlessly, breaking down traditional silos and fostering innovation. Key features include an intuitive drag-and-drop interface for constructing data pipelines, a vast library of pre-built AI elements and models, and robust data curation and annotation capabilities. These features are designed to empower developers to rapidly prototype, iterate, and deploy AI solutions, keeping pace with the fast-evolving demands of the market. Dataloop is committed to advancing AI development by providing a developer-centric platform that addresses the complexities and challenges of AI and data management. Our vision is to democratize AI development, enabling every organization to harness the power of AI and drive forward their innovative solutions. ## Dataloop Pros & Cons **What users like:** - Users appreciate the **ease of use** of Dataloop, finding the intuitive UI and annotation simple and effective. (4 reviews) - Users appreciate the **annotation efficiency** of Dataloop, enjoying a simple interface that enhances the overall experience. (2 reviews) - Users value the **easy annotation** capabilities of Dataloop, benefitting from its simple and intuitive interface. (2 reviews) - Users love the **simple and easy-to-navigate interface** of Dataloop, enhancing their overall experience with the tool. (2 reviews) - Users appreciate the **easy integrations** of Dataloop, enhancing their existing workflows effortlessly. (1 reviews) - Users value the **seamless integration** capabilities of Dataloop, enhancing their existing workflows with robust security. (1 reviews) - Intuitive (1 reviews) - Navigation Ease (1 reviews) **What users dislike:** - Users find the **UI changes complicated** , making the overall experience with Dataloop less intuitive. (1 reviews) - Users find the **confusing syntax** of Dataloop frustrating, particularly after recent UI changes that impacted usability. (1 reviews) - Users find the **difficult navigation** due to UI changes to be confusing, impacting their overall experience. (1 reviews) - Users feel that the **lack of communication** from the community is hindering their overall experience with Dataloop. (1 reviews) - Users feel the lack of a **demo section for first-time users** hinders their onboarding experience with Dataloop. (1 reviews) - Lack of Resources (1 reviews) - Not Intuitive (1 reviews) - Not User-Friendly (1 reviews) - Outdated User Interface (1 reviews) - Poor Customer Support (1 reviews) ## Dataloop Reviews ### 1. Data management and production deployment tool. **Rating:** 4.5/5.0 stars **Reviewed by:** Vishal B. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 20, 2022 **What do you like best about Dataloop?** Daaloop tool is best for data management and production deployment tool with pipeline , it make the production deployment smoothly with pipeline structure. setup for this tool is not complicated it is user friendly and anyone can adapt easily. **What do you dislike about Dataloop?** There are no such dislike about this tool, but sometimes if pipeline failed or not building it does not send the notification on timely , it delays to send notification and which lead to not complete the process in time. **What problems is Dataloop solving and how is that benefiting you?** Dataloop is data management and deployment tool so it is helping us in managing the data and also helping from the complex deployment process , using this pipeline deployment structure we can easily and smoothly deploy our code in production. ### 2. Review For Dataloop **Rating:** 5.0/5.0 stars **Reviewed by:** Samir T. | Graphic Designer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 01, 2022 **What do you like best about Dataloop?** It drives my Artifical Intelligent security along with both ends data management and automation pipelines and a top quality data labelling program intstalled in it to provide efficient functioning. Also the app is quite handy and user friendly so anyone could use it. **What do you dislike about Dataloop?** The only thing I disklike about this app is at times it starts functioning at a very slow speed. Sometimes the annotations made by the user are deleted which compells the user to begin again. **Recommendations to others considering Dataloop:** I recommend people to use this app. It really makes work easier and efficient. It also makes data automation very efficient. **What problems is Dataloop solving and how is that benefiting you?** Dataloop helps with annotations of data and the method which I use in annoting is quite rare in its own terms. Dataloop helps me with certain annotations and further. ### 3. Hassle free and most convenient automation pipeline & data labelling **Rating:** 3.5/5.0 stars **Reviewed by:** piyush s. | Senior Associate - Application Development, Mid-Market (51-1000 emp.) **Reviewed Date:** July 18, 2022 **What do you like best about Dataloop?** Dataloop has many advantages but what I liked most and used is Data Pipelines which automate machine learning models with advanced drag and drop user interaction which is easy to implement. It is no code automation module that can be created for QA and QC too. **What do you dislike about Dataloop?** One thing that can be improved is if the pipeline graphical interface becomes too thick or big it starts to lag sometimes while adding more functions in pipelines.Else everything is best on that. **What problems is Dataloop solving and how is that benefiting you?** The major problem with automating the pipelines for that can run without manual intervention . It saves a lot of time and manpower. Also reduced errors that can be caused certainly by manual work. ### 4. Dynamic But it could get better **Rating:** 3.5/5.0 stars **Reviewed by:** shavonne W. | c, Small-Business (50 or fewer emp.) **Reviewed Date:** June 30, 2022 **What do you like best about Dataloop?** What I find most helpful about DataLoop Is the force that was used while it was being created, the power behind the scenes, I would say it's the muscle within technology that drives and force-placed into it. **What do you dislike about Dataloop?** What I like least about it was the crash when a third party hit the force, the outages caused a minor setback but it was quickly resolved within a matter of time. **Recommendations to others considering Dataloop:** The advice that I have for users is being able to take on the world of technology. **What problems is Dataloop solving and how is that benefiting you?** The problem that Dataloop is solving is that it allows for simultaneous usage, being able to use it while engaging in multiple screens and being able to utilize it while you're doing other things. ### 5. Dataloop review **Rating:** 4.0/5.0 stars **Reviewed by:** Mahima C. | Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** September 22, 2022 **What do you like best about Dataloop?** Dataloop improves our ADAS. It is super easy to test algorithms. This software also supports imports and exports of produced data sources in all significant configurations, including EXCEL sheet format.UI is impressive. **What do you dislike about Dataloop?** Sometimes It is a bit slow, but that's okay. **What problems is Dataloop solving and how is that benefiting you?** Dataloop enables us to perform image recognition and data labeling on massive datasets without any tension as it protects our data with complete security and provides military-grade full encryption. Also, it helps with the annotations of data. ### 6. Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about Dataloop?** Dataloop is indeed a high-quality product that is quite advanced. Such software is essentially a multimedia content application system that assists customers in generating data sources for learning in sectors such as industrial robots, agricultural production, and universal health care. The dataloop has such an appealing and straightforward scorecard. This software also supports the exports and imports of produced data sources in all significant configurations, including all excel sheets file formats. It has disclosure and statics features, which greatly aids the group leader in obtaining all significant observations. **What do you dislike about Dataloop?** Dataloop is a high-quality product but does have some constraints, such as the lack of actual updates or advisories. The paperwork is extremely limited, leaving the inexperienced customer perplexed about using this product in a way. It will not offer a special edition, but a demo available. **What problems is Dataloop solving and how is that benefiting you?** We use this to manage our data and keep configurable information practically. I'm working on results proposed that detect faces and things as they go inside. As a result, we must maintain different instructional data points. This dataloop allows us to cope with large databases. With distinctive interaction, machine vision is also smooth and can start comparing original information. ### 7. AI Data Platform **Rating:** 4.0/5.0 stars **Reviewed by:** Manish B. | SDE II at Amazon Lab126, Small-Business (50 or fewer emp.) **Reviewed Date:** July 11, 2022 **What do you like best about Dataloop?** It's all in one solution for building data pipelines, customizing them and have provisions of having human validation as well. We can use it for having for developing computer vision pipeliens as well. **What do you dislike about Dataloop?** Given the use case of the software, it becomes comparatively slow. Significant amount of improvement is needed in processing and running speeds. It hangs in middle of work wherein we've to restart the app again. **Recommendations to others considering Dataloop:** Highly recommend this software solution especially for data labelling. **What problems is Dataloop solving and how is that benefiting you?** Dataloop helps with data labelling. Pipelines being built using Dataloop are smooth and helps with annotating the data. We've automated those data labelling pipelines and hence, reducing the human effort. ### 8. Excellent data management tool. **Rating:** 5.0/5.0 stars **Reviewed by:** Mary T. | Data Analyst., Enterprise (> 1000 emp.) **Reviewed Date:** April 22, 2022 **What do you like best about Dataloop?** It is a user-friendly software anyone can use with minimum training, Data annotation tool makes it easier to annotate and it is quick to access data furthermore it is fast compared to other tools. **What do you dislike about Dataloop?** It tends to be slow sometimes making annotation to be cumbersome thus annotations that have been already annotated may get lost making the user start again annotating but currently they are working to resolve the problem. **Recommendations to others considering Dataloop:** I highly recommend people to use it, it is the best tool to use and makes work easier. **What problems is Dataloop solving and how is that benefiting you?** I annotate data in my company and the data that I always annotate has got unique features, the data loop software enables me to annotate my data brilliantly since its unique features fit well with my work thus helping me to be more productive in my work. ### 9. Best Tool For Annotation **Rating:** 5.0/5.0 stars **Reviewed by:** Aana J. | Lead Technical Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** July 06, 2022 **What do you like best about Dataloop?** * It is easy to operate, fast and secure tool. * It offers various annotation like image, speech and neural language in the same tool. * It is very useful tool for facial recognition and labelling of data. * Customer Support is Incredible. **What do you dislike about Dataloop?** I don't have any issue with this tool. Really very helpful tool for us. **What problems is Dataloop solving and how is that benefiting you?** * we can detect face recognition, face comparison and video detection very easily using this single tool without any issue. * Easy to detect OCR, Transcription and Emotion recognition usingthe same tool that saves lots of time and money. ### 10. Review on Dataloop **Rating:** 4.5/5.0 stars **Reviewed by:** Mohit A. | Software Developer Internship, Small-Business (50 or fewer emp.) **Reviewed Date:** June 29, 2022 **What do you like best about Dataloop?** Dataloop helps to provide end-to-end ai management platform with pipelines and other such features.We can use a demo or have a free trial too which makes it much better to test out. Excellent and clean UI. **What do you dislike about Dataloop?** Financially it could cost a lot down the road I assume. It is slow sometimes other that not much of a dislike I really liked the product and application of it. **Recommendations to others considering Dataloop:** Must use excellent feature **What problems is Dataloop solving and how is that benefiting you?** Data annotation and labeling would be primary solution that data loop is helping with. Automatic quality testing is also one of the helpful features of using dataloop. ### 11. Best Management Tool! **Rating:** 4.5/5.0 stars **Reviewed by:** Vinnie K. | doctor, Mid-Market (51-1000 emp.) **Reviewed Date:** September 02, 2022 **What do you like best about Dataloop?** I liked the appealing scorecard! This software supports imports and exports from EXCEL SHEET file format. Also, It has some awesome static features. **What do you dislike about Dataloop?** It is a bit slow sometimes. Rather than that, I have no issue. **What problems is Dataloop solving and how is that benefiting you?** Dataloop helps in image recognition and data annotations, providing complete security and military-grade full encryption. It improves our ADAS & makes it easy to test algorithms. ### 12. A brilliant data labelling tool **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about Dataloop?** Its biggest strength is its easy-to-use nature and simple UI. I use it mostly for data annotation and I have noticed that the AI engine works flawlessly. Makes like for all data management professionals a lot easier. Thanks to its intuitive dashboard even first-timers will find it very user-friendly. **What do you dislike about Dataloop?** It is a bit slow, especially when loading up a large amount of data. The Ai also takes its own sweet time to categorise and filter the data in auto mode. The presets are a good feature but it's still a bit limiting. **What problems is Dataloop solving and how is that benefiting you?** The tool is used to label various video sets which are then used to train various models based on a set scenario. We mostly use it in auto mode for light to medium complexity sets of data. ### 13. Data loop-Hassle free and convenient data management tool **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Small-Business (50 or fewer emp.) **Reviewed Date:** August 09, 2022 **What do you like best about Dataloop?** Dataloop is very easy to use and reliable tool in the industry.It is used in datapipeline which makes the machine learning process much more easier and efficient. Since this its a no code tool, so can be implemented in mutiple field of industries. **What do you dislike about Dataloop?** Dataloop interface is somtheing which can be more user interactive, and the response time can be improved, since bigger data or graphs lags in loading. Some more fields or functions can be added for better refine data. **What problems is Dataloop solving and how is that benefiting you?** The main problem solving of Dataloop is that it can run automatically in background for pipelins without manual input, saving time and make process more efficient and reliable. ### 14. Incredible tool for annotations **Rating:** 4.5/5.0 stars **Reviewed by:** Radhika V. | Project Manager, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** July 02, 2022 **What do you like best about Dataloop?** 1. I like the UI because it is easy to use. 2. It is secure and reliable tool. 3. It offers various detection like oject, text, emotio, logo and video detection it saves lots of time. **What do you dislike about Dataloop?** Nothing as such till now I'm fully satisfied with this wonderful tool. **What problems is Dataloop solving and how is that benefiting you?** 1. Now I can detect image and logo in the picture using this great tool without any hassle. 2. Also I can do modal ttraining very easily using this tool. ### 15. Efficient data management tool **Rating:** 5.0/5.0 stars **Reviewed by:** Sravan Kumar T. | Power Plant Operator, Enterprise (> 1000 emp.) **Reviewed Date:** July 03, 2022 **What do you like best about Dataloop?** Importing and exporting of datasets. Have reporting function. high artificial intelligence. Flexible in data quality. Model annotations good. Data transfer.Innovation tool **What do you dislike about Dataloop?** User interface should improve. more automation.unavailable for some platforms. Lack of real time notifications. Free version not available.previous data annotation get cleared **What problems is Dataloop solving and how is that benefiting you?** Annotation of data and very useful in big data sets.good data management tool for unstructured data like images, videos and easy to integrated cloud storage.use for different AI ### 16. AI and Data **Rating:** 4.0/5.0 stars **Reviewed by:** Carlos G. | Sr, Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about Dataloop?** Its integration within the company is a solution that allows everything to be kept under control. **What do you dislike about Dataloop?** Really nothing, if anything would change it would be to have more vivid graphics **Recommendations to others considering Dataloop:** If you are looking for a data management and labeling solution, Dataloop is the right tool. **What problems is Dataloop solving and how is that benefiting you?** In the complete management of data, as well as the verification of that data, productivity is increasing with less effort. ### 17. Dataloop helps us with data management **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Market Research | Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about Dataloop?** The end to end data management, automation and the data labeling platform has been great for our company that relies on tasks task status, as well as task review yo approve. **What do you dislike about Dataloop?** I think for our company the price is a little let down and also AI has become standard in the industry and Dataloop is a little behind, those are the 2 things we would like to see improved **What problems is Dataloop solving and how is that benefiting you?** Covering our data cycle entirely has been great for our business it makes it much easier to under stand our data and how tasks ard being managed. That was a huge problem for uz before. ### 18. Very Helpful tool **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Aviation & Aerospace | Small-Business (50 or fewer emp.) **Reviewed Date:** July 04, 2022 **What do you like best about Dataloop?** Using Dataloop helps in reducing the fuzziness of working with high volumes of data which has high variance and is very complex. Data management is made seamless with this tool. **What do you dislike about Dataloop?** documentation for sdk wasn't so clear, having a video or a clear guide would help integrate the data loop faster and easier without losing bandwidth and confusion. **Recommendations to others considering Dataloop:** Would recommend others to use as its a great tool to work with complex data **What problems is Dataloop solving and how is that benefiting you?** Used data loop for a drone project, the automation helped reduce time, increase efficiency, helped in working with complex data which had high variance and analyse the data using dashboards ### 19. Great tool for managing projects **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Accounting | Small-Business (50 or fewer emp.) **Reviewed Date:** October 07, 2022 **What do you like best about Dataloop?** I like the end use experience the best, it made coordinating very simple. **What do you dislike about Dataloop?** The price point was on the high side for what you get. **What problems is Dataloop solving and how is that benefiting you?** It is helping us manage and coordinate projects with ease. ### 20. Excellent tool for Computer Vision **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** August 17, 2022 **What do you like best about Dataloop?** 1. Fantastic engineering and technical support team 2. Straight-forward tool 3. It's somewhat less customizable than competing products which is a good thing because that means it's easier to set up as well **What do you dislike about Dataloop?** 1. The UI can be somewhat not intuitive at times 2. No code automation feature 3. No proper documentation **What problems is Dataloop solving and how is that benefiting you?** Revolution in Computer vision, great for data labeling and image recognition and a great time saver ### 21. Dataloop AI **Rating:** 4.0/5.0 stars **Reviewed by:** Harikrishna T. | s, Mid-Market (51-1000 emp.) **Reviewed Date:** July 06, 2022 **What do you like best about Dataloop?** data management and security are the ace features/solution you will not get from any other application. it is quick to access data compared to other tools .its biggest strength is simple UI. **What do you dislike about Dataloop?** it is slow sometimes while making annotations ,lack of realtime notifications **What problems is Dataloop solving and how is that benefiting you?** managing the complete data lifecycle makes much easier ### 22. An excellent image and video annotation platform **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 02, 2022 **What do you like best about Dataloop?** Process and workflow automation can be achieved using Dataloop, also the artificial intelligence and machine learning capabilities of the tool are good. The setup is easy and noncomplicated. **What do you dislike about Dataloop?** It only has one deployment architecture and it cannot be deployed on premesis. The product is not very easy to use for beginners and should come up with an enhanced training program. **What problems is Dataloop solving and how is that benefiting you?** It is primarily being used to manage data workflows. Another use of the software is also to generate training data sets and analyze their efficiency on the project. ### 23. Best in class for deployment of AI tools **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** August 01, 2022 **What do you like best about Dataloop?** It's a pretty straightforward tool, less customizable but easy to set up. The AI engine works like a charm. It is so good at facial recognition and image detection. **What do you dislike about Dataloop?** Found a couple of UI issues, which can be fixed for sure. **What problems is Dataloop solving and how is that benefiting you?** Dataloop helps us in managing the data and it also helps us to get done with the complex deployment process. ### 24. Not just Annotation, it's much more. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 02, 2022 **What do you like best about Dataloop?** The user interface is clean and easy to use. It allows the Annotation of various types, data management as well as automation pipelines. This three are enough to cover the AI lifecycle. **What do you dislike about Dataloop?** Annotation is slow sometimes but it's smooth most of the time. Overall, it's a good product. **What problems is Dataloop solving and how is that benefiting you?** It helps me in annotation, data management and writing automation pipelines. Due to all these things, I don't need to use separate platforms for different requirements. ### 25. All in one **Rating:** 3.5/5.0 stars **Reviewed by:** Abhishek R. | SDE 2, Small-Business (50 or fewer emp.) **Reviewed Date:** July 05, 2022 **What do you like best about Dataloop?** It comes with AI security with data management and pipeline automation. **What do you dislike about Dataloop?** Some times it is slow on starting. Otherwise it's good **What problems is Dataloop solving and how is that benefiting you?** Data visualisation and reporting ### 26. Perfect Image Annotation Tool **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Outsourcing/Offshoring | Mid-Market (51-1000 emp.) **Reviewed Date:** June 24, 2022 **What do you like best about Dataloop?** It is straightforward to understand the tool's overall interface and access the created task and sub-tasks. **What do you dislike about Dataloop?** Sometimes the UI can take a while to load which can have a severe impact on the production hours. Other than that I really enjoy using this tool. **What problems is Dataloop solving and how is that benefiting you?** We are using this tool to train different AI models related to autonomous vehicles, drones, and other related use-cases. ### 27. Great tool for image and video annotation **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 21, 2022 **What do you like best about Dataloop?** It is a straightforward tool with the be **What do you dislike about Dataloop?** It is a great tool to accomplish the purpose of annotation, very straight forward. The support team is excellent. **What problems is Dataloop solving and how is that benefiting you?** We use Dataloop to annotate our videos, it has helped us to cutdown a lot of the development time. ### 28. Very good tool for automation however might need some learning **Rating:** 2.0/5.0 stars **Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.) **Reviewed Date:** July 01, 2022 **What do you like best about Dataloop?** What I liked best was that it helped us automate our procedure, and gave us good insights **What do you dislike about Dataloop?** It is a bit complex to deal with sometime, and I think there is a lead time in learning **What problems is Dataloop solving and how is that benefiting you?** We were using this tool to see how it can work in a retail environment with large volumes ### 29. Best Data Management tool **Rating:** 4.0/5.0 stars **Reviewed by:** Harini S. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 09, 2021 **What do you like best about Dataloop?** It is a great management tool, helps to ease our work. It provides all Artificial intelligence features like annotations, data management, etc.., Automation pipeline helps to reduce the data processing cost. **What do you dislike about Dataloop?** It needs to take a look at UI for a better understanding. No other dislikes of this product. **What problems is Dataloop solving and how is that benefiting you?** It ensures the data quality by running auto-QA. It is not a code builder easy to design by drag and drop. A modern data management system for unstructured data such as images, video, audio, and many. It is easy to integrate cloud storage ### 30. Dataloop Software Review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** June 29, 2022 **What do you like best about Dataloop?** Very easy to use and UI is very user friendly .Data annotation tool is very helpful. **What do you dislike about Dataloop?** Sometimes it work slow, previous data annotated values get cleared which can be improved going forward. **What problems is Dataloop solving and how is that benefiting you?** I used dataloop to annotate data in my project .It work very smooth even for big data sets. ### 31. Best ai driven data management tool **Rating:** 4.5/5.0 stars **Reviewed by:** Nainish A. | Assistant Systems Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** September 18, 2021 **What do you like best about Dataloop?** Dataloop is a very good product as it is very futuristic. This tool is basically an image and video annotation platform which helps its customers to generate datasets for training based on their fields such as robotics, agriculture or healthcare. The dataloop has a very attractive and simple dashboard. This tool also allows to import and export of the generated datasets in all the major formats such as .csv or .xlsx. It has a functionality of reporting and statistics which majorly helps the team lead to get all the major insights. **What do you dislike about Dataloop?** Dataloop is a good product but it has some limitations such as it does not provide real-time notifications or alerts. The documentation is really less which makes the naive user confused about how to use this product effectively. It does not provide any free version rather they provide the free trial option. **Recommendations to others considering Dataloop:** You can use dataloop to ease your work as it is a great data management tool that is powered by artificial intelligence. **What problems is Dataloop solving and how is that benefiting you?** Dataloop has helped in solving the major problem of getting the dataset for training, it basically helps to get the dataset for training purposes according to your working sectors such as robotics, healthcare or retail. It has improved efficiency and saved lots of time. ### 32. Worth the money **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Machinery | Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about Dataloop?** Fast annotation platform - Single point access - Can generate an unlimited number of datasets - Contains smart algorithms with tons of features **What do you dislike about Dataloop?** Needs advanced dataset management and model training - hardware that communicates with SLI-4 Hardware **What problems is Dataloop solving and how is that benefiting you?** Helps identify raw data - Streamlines this process - AI ### 33. Excellent data labelling tool **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about Dataloop?** Easy converting, faster uses AI/ML for data annotations. **What do you dislike about Dataloop?** Ease of use. Sometimes annotation is rally complex. **Recommendations to others considering Dataloop:** Highly recommend people to use it. **What problems is Dataloop solving and how is that benefiting you?** We annotate data to uniquely identify and so further analysis can be carried out. ### 34. Seamless AI engine **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** October 07, 2021 **What do you like best about Dataloop?** Easily label the data with this production pipeline infrastructure and It can put together our unstructured data from different sources and creates a dataset for better understanding. Data annotation are very helpful for all the process we typically do. **What do you dislike about Dataloop?** It took some time to understand the features. Otherwise, there are no issues with this. **What problems is Dataloop solving and how is that benefiting you?** I'm managing my data by using this and maintain versioned data virtually. I involve in the development of a security project, detecting people/objects while entering into office. So we need to keep multiple training datasets. This dataloop helps us deal more with our datasets. Imgae recognition also seamless and compare raw data with the unique interface. Efficiently retrieve data with DQL will hepl us to access thing very quickly. ### 35. Very good from user and admin **Rating:** 4.5/5.0 stars **Reviewed by:** Eduard K. | Junior developer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 18, 2022 **What do you like best about Dataloop?** This product is very flexible in terms of use. The team behind this product is excellent in terms of service. The generated data export functions support many formats. And the most important plus is superior artificial intelligence **What do you dislike about Dataloop?** It took time to explore the features of this software, as well as the lack of real-time notifications. **What problems is Dataloop solving and how is that benefiting you?** I want to receive real-time notifications. ### 36. The entire AI data management lifecycle, from development to production. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Construction | Small-Business (50 or fewer emp.) **Reviewed Date:** February 27, 2022 **What do you like best about Dataloop?** It is perfect for customers who are willing to manage their entire organization from one point. It is also beneficial for data quality control. **What do you dislike about Dataloop?** It is only a cloud-based system, so it is unavailable for other platforms like android and windows. **What problems is Dataloop solving and how is that benefiting you?** Data Analysis Tools Data Quality Control Deep Learning Document Classification self-improvement and modification ### 37. Excellent annotation tool with a lot of cool features **Rating:** 4.5/5.0 stars **Reviewed by:** Mohammad N. | Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2020 **What do you like best about Dataloop?** Dataloop product is a great tool for the whole AI lifecycle including annotation, model evaluation, and model improvement by putting the human feedback in the loop. We have been working with dataloop for 2 years and they have been thriving by adding useful features to the product. Their customer success team and the technical support are awesome. Super helpful and super prompt in addressing all of the challenges/questions we have come up during these years. The python SDK is also a great tool for programmers to integrate the whole process into their internal workflows or processing pipelines. I would definitely recommend their product to anyone who cares about building accurate AI models and anyone who is looking for a one-stop shopping product that can address everything in building up a successful model. Way to go Dataloop, keep up the great work! **What do you dislike about Dataloop?** The only thing that sometimes gets us confused is the design of the product and, the number of buttons/tabs in each page. I am sure they can do a better job in re-designing the whole product and by keeping it simple. Remember simplicity has a lot of value. **What problems is Dataloop solving and how is that benefiting you?** We are building an AI model for object detection on construction sites. The third-party storage integration is a great feature so that we don't have to move our confidential data to external servers. The workflow/task creation is super useful for consensus and quality control. Really love these two fetures. ### 38. Not just Annotation: Complete AI lifecycle integrations! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** January 25, 2021 **What do you like best about Dataloop?** I have thoroughly enjoyed the robustness of the platform. Yes, it covers a multitude of data annotation needs but it also solves many issues surrounding workforce management, QA/QC, model integration, data transfer, and dataset management to name a few. The responsiveness and talented backing of the Dataloop engineering team is another factor that sets them apart from others in the industry. The documents page, SDK, and API are one of the most robust I have used. **What do you dislike about Dataloop?** The user interface takes a slight learning curve but I know they are working on resolving any and all customer feedback to improve the UI. **Recommendations to others considering Dataloop:** Look around at other tools , you may find something that is very specific to your use case, however, if you want a tool that scales and grows with your needs, then you will want to choose Dataloop. You will find more under the hood of Dataloop that you expected to find. This is all useful and adds to the value of the platform that you can't find elsewhere. **What problems is Dataloop solving and how is that benefiting you?** I work with many clients needing data annotation and so I also serve many verticals, some with very unique use cases. Each of these use cases fits brilliantly within the platform. Dataloop is agile and responsive to evolving marketplace demands and has developed features to meet clients needs. They are quickly becoming the industry leader. ### 39. My recommended data annotation tooling partner for large data pipelines and a diversity of use cases **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** November 26, 2020 **What do you like best about Dataloop?** I've worked at both an AI company focused on leveraging computer vision to deliver cutting edge analysis as well as a data annotation company with 3000+ employees working on a myriad of use cases, and I find the following key qualities critical for a strong partnership, and I believe DataLoop has them: 1. Excellent engagement - If you have a problem, they triage and solve the problem quickly. If you have a question, the follow-up is immediate and comprehensive. If they don't have the solution, they will prioritize and deliver quickly (I'm pleasantly surprised by their ability to stay very closely to their delivery schedule) 2. Feature and data density - DataLoop has a critical and comprehensive set of features and data for the annotators, managers, and analysts. Often times, if you don't have the feature, you won't be able to find a satisfying solution. 3. Forward thinking - DataLoop is always pushing the boundaries to innovate upon the status quo to improve the process and increase the data quality (data quality is subjective, so to be more specific, they are focused on developing features that help catch common errors and allowing for custom features that allows the client to influence how their data is shaped) **What do you dislike about Dataloop?** The following are the areas where I would like to see improvements: 1. The UI needs to be more intuitive, but not necessarily simplified. It might be helpful to have 2 UI options, simple and complex, or the ability to configure the tool in a meaningful way to the specific client. If you're working on a variety of use cases that stretch the imagination, you need a more intuitive UI, but still an equally complex UI. If you are working on a similar set of use cases long-term, it may be better to have the option to hide some of the unnecessary features. 2. I would like to see more automated processes and workflows. For example, there should be an option to allow the annotated images to automatically be queued for QA rather than requiring a manual step. It would also be great if there were a feature that linked together different workflows. For example, the first workflow could be data sorting, then as the image is QAed and approved, it would automatically go into the discard or annotation workflow based on the results. **Recommendations to others considering Dataloop:** Ask for a 1 hour demo and all the special features because it'll help you compare tools much better. **What problems is Dataloop solving and how is that benefiting you?** I work on a variety of use cases ranging from AV, geospatial, document parsing, etc. both for pre-sales (many short iterations of small or early stages in a project or client relationship) and post-sales (long standing relationships), and DataLoop helps me: 1. Save time because I can spin up projects quickly (minutes) 2. Work on a variety of use cases, both from an industry perspective, but also an annotation perspective 3. Work on projects with both low to very high volumes of data 4. Be self-sufficient because they have a comprehensive SDK and clear documentation, so I don't have to rely on an engineer ## Dataloop Discussions - [What are data annotations?](https://www.g2.com/discussions/dataloop-what-are-data-annotations) - 1 comment - [What are data annotations?](https://www.g2.com/discussions/what-are-data-annotations) - 1 comment - [Is Dataloop free?](https://www.g2.com/discussions/dataloop-is-dataloop-free) - 1 comment - [Is Dataloop free?](https://www.g2.com/discussions/is-dataloop-free) - 1 comment - [What are the industries that Dataloop supports?](https://www.g2.com/discussions/dataloop-what-are-the-industries-that-dataloop-supports) - 1 comment - [View Dataloop pricing details and edition comparison](https://www.g2.com/products/dataloop-dataloop/reviews?page=2§ion=pricing&secure%5Bexpires_at%5D=2026-08-05+09%3A49%3A16+-0500&secure%5Bsession_id%5D=f9249d5b-6db8-4754-8036-aef13b85848b&secure%5Btoken%5D=2eecf072954a4e430d74d5e792959c70034dd18b67887bff4dcadbca075e73a7&format=llm_user) ## Dataloop Features **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **System** - Data Ingestion & Wrangling **Quality** - Labeler Quality - Task Quality - Data Quality - Human-in-the-Loop **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **Recognition Type** - Emotion Detection - Object Detection - Text Detection - Motion Analysis - Scene Reconstruction - Logo Detection - Explicit Content Detection - Video Detection **Model Training & Optimization - Active Learning Tools** - Model Training Efficiency - Automated Model Retraining - Active Learning Process Implementation - Iterative Training Loop Creation - Edge Case Discovery **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Management** - Cataloging - Monitoring - Governing - Model Registry **Model Development** - Feature Engineering **Automation** - Machine Learning Pre-Labeling - Automatic Routing of Labeling **Operations** - Metrics - Infrastructure management - Collaboration **Facial Recognition** - Facial Analysis - Face Comparison **Data Management & Annotation - Active Learning Tools** - Smart Data Triage - Data Labeling Workflow Enhancement - Error and Outlier Identification - Data Selection Optimization - Actionable Insights for Data Quality **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Image Annotation** - Image Segmentation - Object Detection - Object Tracking - Data Types **Management** - Cataloging - Monitoring - Governing **Labeling** - Model Training - Bounding Boxes - Custom Image Detection **Model Performance & Analysis - Active Learning Tools** - Model Performance Insights - Cost-Effective Model Improvement - Edge Case Integration - Fine-tuning Model Accuracy - Label Outlier Analysis **Deployment** - Managed Service - Application - Scalability **Natural Language Annotation** - Named Entity Recognition - Sentiment Detection - OCR **Deployment** - Integrations **Generative AI** - AI Text Generation - AI Text Summarization **Speech Annotation** - Transcription - Emotion Recognition **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top Dataloop Alternatives - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) - 4.8/5.0 (353 reviews) - [Labelbox](https://www.g2.com/products/labelbox/reviews) - 4.5/5.0 (48 reviews) - [V7 Darwin](https://www.g2.com/products/v7-darwin/reviews) - 4.7/5.0 (55 reviews)