# decube Reviews **Vendor:** Decube Data **Category:** [Data Observability Software](https://www.g2.com/categories/data-observability) **Average Rating:** 4.6/5.0 **Total Reviews:** 23 ## About decube Decube is a Context Layer platform specifically designed for the AI era, providing organizations with the ability to give their data meaning, memory, and trust. This innovative system integrates various components such as metadata management, automated lineage tracking, data quality assurance, and observability to create a comprehensive real-time map of data dynamics. By understanding how data operates, flows, and its reliability, Decube empowers enterprises to make informed decisions and effectively manage AI workloads. Targeted primarily at enterprises that rely heavily on data-driven decision-making, Decube addresses a critical challenge faced by many organizations: the lack of contextual understanding of their data. In an age where data is abundant, the real issue lies in the ability to interpret and utilize that data effectively. Decube provides a connected understanding of the entire data ecosystem, which helps eliminate blind spots and enhances governance. This contextual awareness is essential for organizations looking to leverage AI technologies and ensure that their models, dashboards, and agents operate with greater intelligence and safety. Key features of Decube include its robust metadata management capabilities, which allow users to track and manage data lineage effortlessly. This feature ensures that organizations can trace the origins and transformations of their data, thereby enhancing transparency and accountability. Additionally, Decube’s focus on data quality means that users can trust the information they are working with, reducing the risk of errors in critical decision-making processes. The observability aspect of the platform further enables organizations to monitor data flows in real-time, ensuring that any issues can be identified and addressed promptly. The benefits of using Decube extend beyond mere data management. By providing a living, interconnected understanding of data, Decube enhances the overall operational confidence of organizations. This platform not only strengthens governance but also facilitates smarter decision-making by ensuring that all data-driven models are built on a foundation of reliable and contextualized information. As businesses increasingly depend on trustworthy data and AI-ready infrastructure, Decube stands out as a vital tool that equips them with the necessary context to navigate the complexities of the modern data landscape. ## decube Pros & Cons **What users like:** - Users admire the **intuitive and efficient UI** of Decube, simplifying data monitoring and management tasks effectively. (8 reviews) - Users find Decube to be **exceptionally easy to use** , with a simple dashboard and automated alerts for data monitoring. (7 reviews) - Users love Decube for its **comprehensive data management features** , enhancing reliability, discoverability, and governance effortlessly. (7 reviews) - Users value Decube for its **intuitive data quality monitoring** , ensuring accurate and reliable data for decision-making. (6 reviews) - Users value Decube for its **intuitive design and real-time data monitoring** , enabling efficient collaboration and proactive issue detection. (6 reviews) - Users value the **real-time monitoring** of data health with Decube, ensuring proactive management and actionable insights. (6 reviews) - Users value the **enhanced efficiency** Decube offers, streamlining data observability and governance for improved decision-making. (5 reviews) - Automation (4 reviews) - Users appreciate the **intuitive design and effective data governance** of Decube, enhancing trust and collaboration across teams. (4 reviews) - Users value the **intuitive data cataloging** of Decube, enhancing efficiency and simplifying data management processes. (4 reviews) **What users dislike:** - Users find the **limited functionality** of decube restricts advanced insights and efficient testing processes. (3 reviews) - Users often find the **complex setup** of Decube time-consuming and challenging, particularly with configuring monitors and data sources. (2 reviews) - Users find the **limited features** of Decube require extra effort to understand advanced insights and configurations. (2 reviews) - Users express frustration over the **missing features** in Decube, including API monitoring and group-by capabilities. (2 reviews) - Users often struggle with **poor customer support** , finding it difficult to get assistance when needed for Decube. (2 reviews) - User Interface Issues (2 reviews) - API Limitations (1 reviews) - Users express a need for more **connectors** to enhance functionality and manage data assets effectively. (1 reviews) - Users often struggle with **unreachable customer support** , highlighting the need for better system assistance and reliability. (1 reviews) - Users find the **difficult interface** of Decube complex, particularly when setting up monitors or configuring data sources. (1 reviews) ## decube Reviews ### 1. Effortless Data Quality and Trust with Decube **Rating:** 4.5/5.0 stars **Reviewed by:** Ahsan Y. | Customer Account Manager, Legal Services, Mid-Market (51-1000 emp.) **Reviewed Date:** November 05, 2025 **What do you like best about decube?** What I appreciate most about Decube is its intuitive design and the way it supports maintaining data trust. The platform allows for straightforward monitoring of data quality, making it easier to detect issues early on. One of the most valuable aspects is the transparency it brings to our data pipelines, which also streamlines collaboration among teams. The greatest benefit is the assurance that our data remains accurate, consistent, and prepared for decision-making, all without the need to spend countless hours troubleshooting. **What do you dislike about decube?** One aspect of Decube that can be somewhat challenging is the initial setup, as it requires a bit of time to configure everything correctly. I also find myself wishing for more options to customize alerts so they better fit our workflow. However, these are relatively minor concerns when weighed against the reassurance Decube provides in ensuring our data is both accurate and reliable. **What problems is decube solving and how is that benefiting you?** Decube helps us identify data quality issues before they cause problems in reports or decision-making. It solves the challenge of not knowing when data breaks or changes unexpectedly. By providing monitoring and clear alerts, it saves time and reduces stress. The benefit is that we can trust our data and focus on insights instead of constantly checking for errors. ### 2. Comprehensive Data Trust Platform with Powerful Features, but Support Needs Improvement **Rating:** 5.0/5.0 stars **Reviewed by:** Sivani V. | IT System Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** October 18, 2025 **What do you like best about decube?** Decube, is a comprehensive Data Trust Platform and its designed for the modern data stack, especially in the context of AI and analytics. It helps organizations and compnay ensure their data is reliable, discoverable, and governed effectively. the below points are relative with effective points. Data Observability Data Catalog Data Governance Data Contracts Detects schema changes, nulls, duplicates, and anomalies using ML-powered models.modern generation can use and avail the benefit with this. Real-time incident management and alerting , Always protect the security system. Automatically catalogs data assets with metadata, lineage tracking, and business glossary creation. Its include all the positive features. Enhances data discovery and understanding across teams. Implements access controls, policy management, and classification. **What do you dislike about decube?** Most of the time customer support is not reachable and need accurate system support. **What problems is decube solving and how is that benefiting you?** Ensures compliance with standards like SOC 2 , working on based line position to understand always the best option.Defines clear expectations between data producers and consumers. larger and small business and easily avail the benefit Promotes collaboration and data quality enforcement Offers intelligent metadata curation, Text2SQL conversion, and automated data quality suggestions. Supports both no-code and SQL-based testing for data quality metrics all the features are very helpful and ensuring data quality for reporting and decision-making. Its protect your system and data overall the best features handed in this business. ### 3. Powerful Data Observability and Governance Platform for Building Trust in Data **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Small-Business (50 or fewer emp.) **Reviewed Date:** October 10, 2025 **What do you like best about decube?** What I like best about Decube is how it gives real visibility into data pipelines schema changes, freshness, anomalies ,so issues are caught early before they break things downstream. I also appreciate the data catalog and lineage features, which makes it way easier to understand what each dataset means, who owns it, and how reliable it is. **What do you dislike about decube?** What I dislike about Decube is that the interface can feel a bit complex at first, especially when setting up monitors or configuring data sources. Some features still feel new and could be more polished, and I wish there were more built-in integrations with third-party tools. Other than that, it’s been improving quickly with regular updates. **What problems is decube solving and how is that benefiting you?** Decube helps solve the problem of poor data visibility and unexpected data quality issues. Before using it, it was hard to know when pipelines broke or when data became outdated or inconsistent. Now, it automatically detects anomalies, tracks data lineage, and gives a clear view of where the data comes from and how it’s used. This has saved a lot of time, improved trust in our reports, and made it easier to fix issues before they impact the business. ### 4. Smooth Data Monitoring with Clear Insights and Simple Setup **Rating:** 4.5/5.0 stars **Reviewed by:** Pradyumn G. | Project Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 19, 2025 **What do you like best about decube?** I like decube because it is easy for data monitoring with clear insights and it has a setup that does not feel complicated at all. Decube has a simple dashboard with automated alerts feature. **What do you dislike about decube?** Some advanced insights of decube application feel limited. To understands the deeper data details of this application sometimes takes extra efforts. **What problems is decube solving and how is that benefiting you?** Decube application helps me to catch the data issues early. It reduces manual checking efforts and it improves the overall data reliability. It makes the daily analysis smoother and provides me error free reporting. ### 5. Fantastic product and amazing customer service **Rating:** 5.0/5.0 stars **Reviewed by:** Bhupinder S. | Head Of Procurement, Enterprise (> 1000 emp.) **Reviewed Date:** November 29, 2024 **What do you like best about decube?** UX and UI, features, flexibility and excellent customer service. People like Manoj Matharu took the time to understand my business and data needs before trying to solution. **What do you dislike about decube?** Future roadmap of features is super exciting but timelines not exactly clear **What problems is decube solving and how is that benefiting you?** Helping us rapidly resolve our data challenges **Official Response from Jatin Solanki:** > Thank you for your positive feedback! We're glad to hear that you are enjoying our product and customer service. We appreciate your feedback on the future roadmap and will strive to provide clearer timelines for upcoming features. ### 6. Best Data Oberservability platform with quick onboarding **Rating:** 5.0/5.0 stars **Reviewed by:** Ketan S. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 24, 2024 **What do you like best about decube?** - Quick Onboarding - Great customer support for helping us with the set-up - Easy to use UI The user-friendly interface allowed me to seamlessly integrate our data sources, providing immediate visibility into data health. The automated quality checks imbued our teams with confidence, knowing that any inconsistencies would be swiftly flagged and actionable insights derived, thereby saving us countless hours. Most impressive, however, is Decube's real-time dashboards that monitor data health, allowing us to proactively manage our data environment. Their commitment to excellence is evident in every facet of the platform's operation, translating into tangible benefits for our organization. This has become a daily part of your workload and our team use it everyday to check the application health. **What do you dislike about decube?** I do not have much to say, but I am looking forward to data contracts and adding GenAI feature which they have used in prudtc definition, ,may be some other use. **What problems is decube solving and how is that benefiting you?** It is helping in identifying the data quality issues, freshness and helping us stay updated on the data monitoring. We are mostly using for our data pipeline monitoring from vector databases to our application and this has been immensely productive for our team. **Official Response from Jatin Solanki:** > We're thrilled to hear that you've had a positive experience with our platform, especially with the quick onboarding, great customer support, and easy-to-use UI. It's great to know that our user-friendly interface and automated quality checks have provided immediate visibility into data health and saved your team countless hours. We appreciate your feedback and are committed to continuously improving our platform to meet your needs. ### 7. Great Unified Data Management Solution **Rating:** 5.0/5.0 stars **Reviewed by:** Navin B. | Co-Founder, Mid-Market (51-1000 emp.) **Reviewed Date:** May 31, 2024 **What do you like best about decube?** I am very impress with Decube. It makes data management so easy and efficient. The unified platform for data observability, contracts, catalog, and governance is amazing. It help our team save lots of time and avoid many issues. The user interface is also very intuitive and simple to use. Quick deployment with minimal disruption to ongoing operations. Frequently accessed for data cataloging and observability tasks. **What do you dislike about decube?** A bit more tutorials for new users will be helpful. **What problems is decube solving and how is that benefiting you?** Decube helps us manage all our logistics data in one place. It solve problems with data tracking, quality issues, and compliance. **Official Response from Jatin Solanki:** > We're thrilled to hear that Decube has been such a valuable asset for your team, making data management more efficient and saving time. We appreciate your feedback about the need for more tutorials for new users, and we'll definitely take that into consideration for future improvements. ### 8. Simplified UI, quick to deploy tool to manage data quality and governance **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** June 19, 2024 **What do you like best about decube?** The UI is simplified, intetutive yet efficient in detecting data issues to remediation ML Powered monitors which train based on organisation data to to detection and reducing flase positives. Out of box connectors with NO CODE requirments to fetch metadata across variety of systems. Quick and easy to implement. Available as SaaS as well as PaaS at leading cloud providers such as Azure, GCP. Quick customer support specially for Southeast Asia region because of Decube's team presence in Singapore, Malaysia, Indonesia and other countries. **What do you dislike about decube?** More connectors needed Scope of adding more monitors such as cost, usage of data assets **What problems is decube solving and how is that benefiting you?** Data Observability & Data Quality management by early detection and notification of the incident. Helps in building trust among data owners and cusers **Official Response from Jatin Solanki:** > Thank you for sharing your positive experience with decube! We're glad to hear that you find the UI simplified and intuitive, and that the ML-powered monitors are efficient in detecting data issues. We appreciate your feedback on the need for more connectors and monitors, and we will definitely consider this for future updates. ### 9. Truly unified - Data trust platform **Rating:** 5.0/5.0 stars **Reviewed by:** Piyush P. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 13, 2024 **What do you like best about decube?** Automated Column-Level lineage Perfect blend of Data Catalog and Data Observability modules. Business users are able to understand if the reports /dashboard have issues / incidents. Personally liked the monitors by segment since we have mulitple business it provides incidents breakdown by attributes. **What do you dislike about decube?** Automated monitors is missing. Bulk upload would be a great addition. **What problems is decube solving and how is that benefiting you?** Multiple dimension problems solved - Data Discovery to monitoring key data assets. We were keen to get a view on the data infrastructure and decube does what it speaks about. **Official Response from Jatin Solanki:** > It's great to hear that decube is solving multiple dimension problems for you, from data discovery to monitoring key data assets. We're pleased that the platform is delivering on its promises. We've taken note of your feedback on the missing automated monitors and the suggestion for bulk upload, and we'll consider these for future updates. ### 10. Decube as a one-stop solution for Data observability **Rating:** 4.5/5.0 stars **Reviewed by:** Shreyank V. | Mid-Market (51-1000 emp.) **Reviewed Date:** April 16, 2024 **What do you like best about decube?** UI is very fresh and easy to manoeuvre Great set of Monitors along with Group-By option. Catalog is well integrated with Observability which helps business teams too. Recon is great add-on. Waiting for their Data Contracts module. **What do you dislike about decube?** All the tests needs to be pushed / configured manually. There should way to perform bulk tests thru UI. Currently we use API for this. **What problems is decube solving and how is that benefiting you?** Understanding Data Lineage Monitor Data Freshness and Schema Drift Recon module to ensure data integrity **Official Response from Jatin Solanki:** > We're thrilled to hear that you find our UI easy to manoeuvre and that our Catalog integration with Observability is beneficial for your business teams. We appreciate your feedback about the need for a Data Contracts module and will keep this in mind for future developments. ### 11. Excellent Platform and Superb Customer Service **Rating:** 4.5/5.0 stars **Reviewed by:** Akshat A. | Product Manager, Enterprise (> 1000 emp.) **Reviewed Date:** July 26, 2023 **What do you like best about decube?** One of the best things I liked was the approval workflow in build, so no one from the team was able to change until its approved by the relevant stakeholder. Lineage is the most important module our data engineers relied on. We loved the support for webhook which ensures all the alerts are pushed to our central systems. Overall, the customer service and technical support at Decude is incredible. **What do you dislike about decube?** Despite some initial teething problems, I am now extremely satisfied with Decude. They have made remarkable strides in enhancing their technical capabilities and customer support. Some Improvements that could be made are: 1. No connector available for Power BI, since we heavily rely on this platform for visualisation. 2. No individual notification, most of the notification are group. 3. Historical view of incidents is not available. **What problems is decube solving and how is that benefiting you?** For us: its to solve the problem of data trust and reduce incidents. Decude allowed us to be more productive and focus on the growth opportunities and risk management. **Official Response from Jatin Solanki:** > We're thrilled to hear that you are enjoying the approval workflow and the support for webhook in Decude. We appreciate your feedback on the improvements that could be made, and we will definitely take them into consideration for future updates. Also we recently launched integration with PowerBI and many more data tools. ### 12. Truly Unified platform for data observability and governance **Rating:** 5.0/5.0 stars **Reviewed by:** Kiyoni O. | Mid-Market (51-1000 emp.) **Reviewed Date:** July 11, 2023 **What do you like best about decube?** One of the best-designed data products. Our complete data infra is getting observed and governed by decube. My fav is the lineage feature which showcases the complete data flow across the components. **What do you dislike about decube?** API support and Manual Lineage is required. But the team assured me that it would be available pretty soon. On the other side, I wish they had more connectors like AWS Athena and Qlik. **What problems is decube solving and how is that benefiting you?** Our teams were facing a lot of challenges around data trust and the chaos between between and data teams. We have opened the catalog for the business teams to drive transparency which helps them quickly learn for any data incidents along with data owner who is working on the issue. **Official Response from Jatin Solanki:** > It's great to hear that decube is helping to address your challenges around data trust and transparency. We take your feedback on API support and connectors seriously, and we are focused on expanding our capabilities to better meet your requirements. ### 13. This minimised the chaos between Business and our Data team **Rating:** 5.0/5.0 stars **Reviewed by:** Juhi P. | Enterprise (> 1000 emp.) **Reviewed Date:** August 15, 2023 **What do you like best about decube?** Automated Data Quality checks where pretty good feature. We liked the new catalog filter too. I would say product design is quite enticing for the user. Group management is something quite crucial for us. **What do you dislike about decube?** API based monitoring is missing. We are looking for group-by monitoring but couldn't locate that. **What problems is decube solving and how is that benefiting you?** We wanted to have the visibility on our data infrastructure especially on Fivetran jobs. We were in the market to search for data lineage tool too. Decube just solves that with compelete automation. **Official Response from Jatin Solanki:** > Thank you for sharing your thoughts on the missing API-based monitoring and group-by monitoring features. We'll take this into consideration for future updates and improvements to the platform. ### 14. Reduced Debugging time **Rating:** 4.5/5.0 stars **Reviewed by:** Nimesh S. | Enterprise (> 1000 emp.) **Reviewed Date:** July 22, 2023 **What do you like best about decube?** Field health - SQL pinpointing which are the impacted rows. CustomSQL is a bliss Product design Recon is hidden gem which is helpful to ensure zero data loss. Finally, airflow monitoring **What do you dislike about decube?** Lineage information during CI/CD is our wishlist. Catalog filters missing. **What problems is decube solving and how is that benefiting you?** Our challenge where: - data quality across data infra - monitoring airflow and driving accountability - it was taking a bit of time for us to debug and find the root cause of data related issues. **Official Response from Jatin Solanki:** > We're glad to hear that you find Decube helpful in pinpointing impacted rows and monitoring airflow. We appreciate your feedback on the wishlist items and will take it into consideration for future updates. ### 15. Our struggle ends here ! **Rating:** 5.0/5.0 stars **Reviewed by:** Vikram Y. | Senior Technical Lead, Enterprise (> 1000 emp.) **Reviewed Date:** May 01, 2023 **What do you like best about decube?** Decube is packaged of solution for us. We were struggling to find one good tool in which we can intigrated with our existing data stack we are using mysql. As a DevOps we used to write crond jobs to check data quality but when we adapt this tool the work and quality both are improved. I highly recommend ! **What do you dislike about decube?** We are using decube from past 6 month I have one suggestion SOP document should be more clear we have few new teammates they are fresher so if they get some Standard KT documents that would be great. **What problems is decube solving and how is that benefiting you?** Earlier we had only few script which we were using to check data health quality but we didn't get satisfied reports and we face some incidents where customers got impacted so We tried decube triel verson first but now we owned now we get alert before any leacked. **Official Response from Jatin Solanki:** > Thank you for your feedback! We will definitely take your suggestion into consideration and work on improving our SOP documents for easier onboarding of new team members. ### 16. Decube for Data Engineering **Rating:** 4.5/5.0 stars **Reviewed by:** NIKHIL G. | GCP Data Engineer at TCS, Enterprise (> 1000 emp.) **Reviewed Date:** April 17, 2023 **What do you like best about decube?** Decube is one of the best end to end data platform which can used to get insights from the data. It can be used to connect with the databases. It also have an advantage of writing customisable SQL codes. We can use for automated quality checks **What do you dislike about decube?** I have not found any reasons as of now to dislike decube product. It is much better product in the market as of now. **What problems is decube solving and how is that benefiting you?** It is one of the best reliable data engineering product which can be found in the market. It does also have basic transformations which can be used for training a model for machine learning.It helps us to get real time insights from data warehouses and data lakes **Official Response from Jatin Solanki:** > Thank you for your feedback! We're committed to providing a top-notch data engineering product and are pleased to hear that Decube is exceeding your expectations. ### 17. The Key to Unlocking Your Data Stack's Potential **Rating:** 4.0/5.0 stars **Reviewed by:** Harshit A. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 27, 2023 **What do you like best about decube?** I like best about Decube is its real-time monitoring and proactive debugging capabilities, which can help me identify and diagnose issues in my data stack quickly and efficiently. Additionally, Decube's ability to integrate with a variety of technologies and platforms makes it a versatile tool that can adapt to my specific use case and environment. **What do you dislike about decube?** As of now, I haven't found anything that would suggest a significant drawback or limitation of this software. **What problems is decube solving and how is that benefiting you?** By using Decube, I am able to monitor my microservices-based applications in real-time, proactively debug any issues, and quickly identify and diagnose problems in my data stack. This helps me to reduce debugging time, improve turnaround time, and lower the cost of managing data quality through open-source or manual scripts. **Official Response from Jatin Solanki:** > We're thrilled to hear that you are enjoying Decube's real-time monitoring and proactive debugging capabilities. Our goal is to provide a versatile tool that can adapt to your specific use case and environment, and we're glad to hear that it's benefiting you in this way. ### 18. Review for decube **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.) **Reviewed Date:** April 19, 2023 **What do you like best about decube?** Test cases can be added with just few clicks and also writes custom SQL tests for specific business needs.pipeline observability can be easily configured adding the allocation of responsibilities for each model or job **What do you dislike about decube?** There are no particular cons as of now. Lesser facts about the integrations that are supported and multiple plans are available. Mongo db and Kafka datastacks are still needed to be added in this platform **What problems is decube solving and how is that benefiting you?** This can be used on multiple roles such as Data engineers, for AI and ML engineers and business or product needs.Enable data sharing and collaboration of all the data assets from all sources in one place **Official Response from Jatin Solanki:** > It's great to hear that decube is benefiting you in various roles and enabling data sharing and collaboration. We're committed to providing a platform that meets the needs of data engineers, AI and ML engineers, and business/product teams. ### 19. "Use De - Cube to save time" **Rating:** 4.5/5.0 stars **Reviewed by:** Madhusudhan M. | System Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 14, 2023 **What do you like best about decube?** Used it in data monitoring, stacking and got amazing results,with respect to time it saves more time. **What do you dislike about decube?** There is no bad thing with Decube it's working fine with me . **What problems is decube solving and how is that benefiting you?** The main use of Decube is less time consuming while getting the data,It is very useful to get reliable data. **Official Response from Jatin Solanki:** > It's great to hear that Decube has been beneficial for you in saving time and providing reliable data. Thank you for sharing your experience with us! ### 20. Used in data stack **Rating:** 4.0/5.0 stars **Reviewed by:** Shreyas s. | Graduate Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 19, 2023 **What do you like best about decube?** It save a lot of time, I have used it many times in data stack **What do you dislike about decube?** There is no negative part as of now it's good **What problems is decube solving and how is that benefiting you?** We can get data easily less time **Official Response from Jatin Solanki:** > We're glad to hear that Decube has been saving you time and making data retrieval easier for you! ### 21. Great to monitor internal tech stack and recommend quick actions. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consumer Services | Small-Business (50 or fewer emp.) **Reviewed Date:** April 05, 2023 **What do you like best about decube?** Its ease to connect to databases. The monitoring and alerting was excellent task, and I hope for more DB connections. This improved and helped us detect data incidents reducing our recovery time. **What do you dislike about decube?** Nothing I can think of now, just more DB connection. **What problems is decube solving and how is that benefiting you?** Data reliability and incident related to our internal dashboards and KPIs. This has immensely helped us create dashboard with higher reliability. **Official Response from Jatin Solanki:** > We appreciate your feedback and will take your request for more DB connections into consideration for future updates. We're pleased to hear that decube has helped reduce data incidents and improve dashboard reliability for your team. ### 22. Use De-cube for the cre-dible Data **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** April 14, 2023 **What do you like best about decube?** Used it in the data stack and got good results, It saves a lot of time. **What do you dislike about decube?** There is not much negative about Decube as of now it's all good **What problems is decube solving and how is that benefiting you?** it's helping to reduce the time in getting the data, real-time data monitoring is very useful **Official Response from Jatin Solanki:** > We're glad to hear that you haven't encountered any major issues with Decube and that it's been beneficial in reducing the time to access data and providing real-time monitoring. Thank you for your feedback! ### 23. It helps in monitoring and making your data stack reliable **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** April 04, 2023 **What do you like best about decube?** It is useful to monitor and debug your data stack **What do you dislike about decube?** It needs to get down the costing for the ease of the customers **What problems is decube solving and how is that benefiting you?** It helps to monitor, debug and make your data stack reliable **Official Response from Jatin Solanki:** > We're glad to hear that you find decube useful for monitoring and debugging your data stack. - [View decube pricing details and edition comparison](https://www.g2.com/products/decube/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-15+07%3A05%3A40+-0500&secure%5Bsession_id%5D=4e49ecde-a4c4-4549-b522-281793ea8c11&secure%5Btoken%5D=66215cc77604d4a0586fd273560efea04a7e8b90a667fe4bf5f4c8e2829b5300&format=llm_user) ## decube Features **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage **Data Management** - Data Integration - Metadata - Self-service - Automated workflows **Data management** - Metadata Management - Automation Features - Collaboration - Data Lineage - Data Discovery **Functionality** - Real-time Analytics - Data quality monitoring - Automation - End to End visiblity **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Data Preparation** - Search **Compliance** - Sensitive Data Compliance - Training and Guidelines - Policy Enforcement - Compliance Monitoring **Security** - Access Control - Roles Management - Compliance Management **Analytics** - Analytics capabilities - Dasboard visualizations **Reporting** - Intelligent Insights - Actionable Insights - Dashboards **Management** - Anomaly identification - Single pane view - Real-time alerts - Data lineage - Integrations **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management **Data Quality** - Data Distribution - Data Unification **Maintainence** - Data Quality Management - Policy Management **Monitoring and Management** - Data Observability - Testing capabilities **Generative AI** - AI Text Generation - AI Text Summarization **Artificial Intelligence** - Machine Learning Recommendations - Natural Language Query **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Agentic AI - Data Observability** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Natural Language Interaction - Proactive Assistance **Generative AI** - AI Text Generation **Agentic AI - Data Governance** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Decision Making **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making ## Top decube Alternatives - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - 4.3/5.0 (511 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (740 reviews) - [Egnyte](https://www.g2.com/products/egnyte/reviews) - 4.5/5.0 (1,130 reviews)