# beVault (formerly dataFactory) Reviews **Vendor:** dFakto **Category:** [Data Warehouse Automation Software](https://www.g2.com/categories/data-warehouse-automation) **Average Rating:** 4.8/5.0 **Total Reviews:** 11 ## About beVault (formerly dataFactory) beVault is a cutting-edge data warehouse automation software designed to accelerate the deployment of your data warehouse or data platform by up to five times using the Data Vault 2.0 methodology. By automating 95% of the code generation, beVault eliminates the need for manual coding, allowing you to visually design your data models based on business concepts and seamlessly integrate them with your data sources. Key Features: - Rapid Deployment: Accelerate your data warehouse automation processes, enabling the rapid creation and deployment of new business cases five times faster, reducing time-to-market and keeping your business agile. - Business-Centric Interface: beVault’s user-friendly interface fosters collaboration between IT and business teams, allowing everyone to co-construct data models without technical barriers, enhancing efficiency. - Comprehensive Data Quality Management: With its embedded data quality framework, beVault enables organizations to leverage the benefits of Data Vault to apply data quality controls on data sources, business concepts, and attributes. Measure your data quality over time and engage your teams with data stewardship functionalities. - Triple Automation: beVault automates the generation of code for your data models, streamlines workflows and their execution, and automatically produces comprehensive documentation. This integrated approach accelerates your data projects, reduces manual effort and risk of error, while ensuring consistency across all stages of your data management process. - Flexible Deployment: Deploy beVault on-premises, in the cloud, or in a hybrid environment, ensuring maximum flexibility to meet your organization's specific needs. Experience the transformative power of beVault and upgrade your data management strategy. Start for free today or book a demo to explore how beVault can help you reach your data goals faster and with fewer resources. beVault supports multiple architecture such as Data Mesh, Data Lake and Lakehouse. ## beVault (formerly dataFactory) Pros & Cons **What users like:** - Users appreciate the **automation capabilities** of beVault, enhancing data quality and optimizing team efficiency. (1 reviews) - Users praise the **helpful customer support** of beVault, ensuring smooth implementations and assistance throughout the process. (1 reviews) - Users value the **data accuracy** of beVault, which enhances data quality and streamlines team efforts effectively. (1 reviews) - Users value the **superior data quality** of beVault, enhancing efficiency through automation of tedious tasks. (1 reviews) - Users find beVault's **data security** features invaluable for securing operations and finance across diverse IT environments. (1 reviews) - Users find beVault's **ease of use** exceptional, allowing seamless implementation and reducing time-to-delivery significantly. (1 reviews) - Easy Setup (1 reviews) - Reliability (1 reviews) - Tool Power (1 reviews) **What users dislike:** - Users find the **complex setup** of beVault challenging and rely heavily on the support team for assistance. (1 reviews) - Users find the **difficult setup** of beVault challenging and require support assistance for proper implementation. (1 reviews) - Users find the **difficulty learning** Data Vault concepts challenging, often needing support to set it up effectively. (1 reviews) - Users find the **steep learning curve** of beVault challenging, often requiring support to set it up properly. (1 reviews) ## beVault (formerly dataFactory) Reviews ### 1. Instrumental into building single-source of truth **Rating:** 5.0/5.0 stars **Reviewed by:** Emile F. | CEO, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** August 27, 2024 **What do you like best about beVault (formerly dataFactory)?** We were able to merge in a central place all the data sources of the IT department. This represented: 1 200 resources, 250 projects grouped in 12 portfolio's. We build a single source of truth to pilot a yearly budget of 90M€. We can reconcile the financial view with the operational (capacity) view. We were able to integrate many sources, even referentials (Excel files). The dataFactory gave us the flexibility to evolve requirements. This was key as business requirements were not 100% mature. We were able to add new sources, while keeping history of data. Lots of changes happened in the organisation. Organisation changes and change in financial calculation rules / definitions. We used the historisation capabilities of the dataFactory to keep this under control. We were able to split the evolution in figures into changes of scope or evolution of financial KPI. In less than 10 months, we were able to achieve what we did not think was possible: The onboarding and weekly use of our capacity dashboards by the 75 middle managers. As a consequence, our forecast exercice shrinked from 2 months to 3 days, with an accuracy of 2%. **What do you dislike about beVault (formerly dataFactory)?** Requires a bit of thinking to modelise the datamodel in datavault. But we were supported by great consultants. **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** - Consolidation of multiple sources - Monitoring of data quality - Historisation of data - Single source of truth for multiple dashboards ### 2. dFakto's commitment to Data Vault 2 compliance is proven-the 1st vendor to achieve DVA's cert! **Rating:** 5.0/5.0 stars **Reviewed by:** Cindi M. | President, Small-Business (50 or fewer emp.) **Reviewed Date:** August 10, 2024 **What do you like best about beVault (formerly dataFactory)?** It is easy to use and intuitive. I've watched as they evolve their product to integrate more data types and platforms. dFakto is is the first automation vendor to satisfy the compliance rigor of DataVaultAlliance's and Dan Linstedt's Vendor Tool Certification Program. It is a commitment to excellence. **What do you dislike about beVault (formerly dataFactory)?** Perhaps future enhancements would include metadata processing for audio, image, video, and documents. **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** dataFactory (dFakto) enables the foundational principles of the Data Vault solution which, believe it or not, are (1) enterprise-wide data integration (what business' have been asking for decades!) , (2) data collections designs around the business concepts that drive actual revenue, and (3) sustaining 100% audit-able data that can be reconciled to the source. They tool enables data quality issues to not only be resolved, but MOST IMPORTANTLY - EXPOSED. Why is this critical? Because correctly data quality issues reduces technical debt and the over costs of maintaining a data warehouse. In addition, exposing data quality issues enables Continuous Improvement at the enterprise business level by helping business fix the issues that exist in their operational systems - issues that cost them money and that are hidden from standard means of observation. ### 3. Best way to maximize delivered value to the Businesses **Rating:** 5.0/5.0 stars **Reviewed by:** Stéphane V. | Co-founder & CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** July 17, 2024 **What do you like best about beVault (formerly dataFactory)?** First, dfakto is the only (at this time) automation tool to be DV2 compliant It fits the data vault methodology perfectly Using dfakto to implement your data vault program means to highly reduce the time-to-deliver, so it means you can deliver more for your businesses than if you have done it "manually" in the same period of time. It's an automation tool: you implement your DV model into the tool, you press the button and that's it => all DDLs and loading DMLs are here, all human mistakes are deleted so the testing part is also reduced Moreover the data quality management feature is very helpful ! **What do you dislike about beVault (formerly dataFactory)?** There is no actual downside of using dfakto; i would say that the area for improvement is about expanding target databases compliance even there is already a large scale of them **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** dfakto allows us tu highly reduce the time-to-deliver in datawarehousing project so it's a saving money tool AND this way, it allows to deliver more values to businesses. It also helps you to monitor and enhance your data quality ### 4. Unlocking the full value of business data **Rating:** 5.0/5.0 stars **Reviewed by:** Karolin F. | Director, Business Services, Mid-Market (51-1000 emp.) **Reviewed Date:** August 21, 2024 **What do you like best about beVault (formerly dataFactory)?** The real-time data access, insights, sourced from various systems in a complex, yet streamlined ecosystem, allowing for enhance financial management, data quality, accountability, and overall efficiency within the organisation. **What do you dislike about beVault (formerly dataFactory)?** The dataFactory brings a certain complexity which might represent challenges in the user experience. As an example cross-source data inisghts represent a more complex integration and implementation. Nevertheless the in-depth accompanyment of the dFakto team softened this aspect for our users. **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** Real-time access to a multitude of business data and insights, including data historisation, across the organisation. A 'one-stop-shop', comprehensive and reliable solution, offering multiple benefits, such as real-time updates, improved data quality, flexibility, data-driven management, profitability reports, accountability, efficiency, profitability increase, cost management, and productivity ### 5. Ease complex co-existence of data sources to obtain meaningful insights for business decisions **Rating:** 5.0/5.0 stars **Reviewed by:** Idoia R. | Vice President Global Business Development, Mid-Market (51-1000 emp.) **Reviewed Date:** July 18, 2024 **What do you like best about beVault (formerly dataFactory)?** The possibility to combine data from multiple data sources and obtain reports that are historised while enhancing data quality. There are a lot of bad data entries at source level managed by different stake-holders in the company. The data-factory allows to see them to improve reporting quality and analysis capacity. **What do you dislike about beVault (formerly dataFactory)?** Difficult to understand. Some Stakeholders believe it is the same as connecting data sources through APIs. **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** Our business decisions depend on a combination of data that are individually managed in different data sources. The data factory is allowing to combine all the data as to be able to obtain reports and dashboards to take best business decisions. ### 6. Datafactory to secure operations & finance **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.) **Reviewed Date:** September 23, 2024 **What do you like best about beVault (formerly dataFactory)?** In a scattered IT landscape, dFakto's datafactory is really helpful to secure both operations & finance The easy to use datavault model enables any business context to be modelized independently from the source systems already implemented dFakto's team & support are really helpful & helped us a lot during our implementations **What do you dislike about beVault (formerly dataFactory)?** Need to work with a datavault model - that can require a few transformations compared to usually star models for example **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** The lack of homogeneity in our IT landscape required a strong solution to ensure coherence between their various data sets. ### 7. dataFactory is a booster to set up a data-driven organisation **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** September 17, 2024 **What do you like best about beVault (formerly dataFactory)?** dataFactory is of great help to reach a milestone in term of data quality by automating tenous tasks, which is a powerful way to leverage a relatively small team capability **What do you dislike about beVault (formerly dataFactory)?** Understanding the concept of a Data Vault is not straightforward, and we could'nt have set it up without the support team. **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** Our capalibity to adress different business needs was severely limited by the size of our team, whose time was squandered by tenous and repetitive quality operations. The Data Vault solution has helped us automatize most of the process which give us more leverage. ### 8. User centered & safe service **Rating:** 4.0/5.0 stars **Reviewed by:** Philippe H. | Accompagnateur de changement, Small-Business (50 or fewer emp.) **Reviewed Date:** August 07, 2024 **What do you like best about beVault (formerly dataFactory)?** The Dfakto team has been very supportive wxhen we decided to move our big database (at least for an NGO) to a new system, largely base on the DataFactory. And we know we can trust them in the day to day work. **What do you dislike about beVault (formerly dataFactory)?** Well, maybe the lack of push for some existing solutions in their system. **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** Collecting data from various sources and making it avalaible for "outside" solutions (Odoo, in our case) ### 9. was at the heart of data-driven monitoring and evaluating public policies **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Government Administration | Mid-Market (51-1000 emp.) **Reviewed Date:** September 30, 2024 **What do you like best about beVault (formerly dataFactory)?** It is easy to use for both administrators and end-users. With limitless possibilities, it accommodates any project—even the most complexe. What I appreciated most about Datavault is their availability, advice, and support. **What do you dislike about beVault (formerly dataFactory)?** At the time, I used it, there was no DataVisualisation fully integrated to App. **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** BeVault JH Problem solving solving issees ### 10. Really help to deploy DV2.0 in an efficient way **Rating:** 4.5/5.0 stars **Reviewed by:** Romain L. | Directeur Principal Innovation, Mid-Market (51-1000 emp.) **Reviewed Date:** August 06, 2024 **What do you like best about beVault (formerly dataFactory)?** Tool is easy to use with a huge focus on Business modeling **What do you dislike about beVault (formerly dataFactory)?** No actual downside. dFakto team is available to help with all issue on the road **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** dataFactory allow to comply with DataVault best practices ### 11. A support Team responsive and responsive **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Restaurants | Mid-Market (51-1000 emp.) **Reviewed Date:** August 25, 2024 **What do you like best about beVault (formerly dataFactory)?** A highly active team that is attentive to clients. Always available to answer our questions and provide tailored solutions to our needs. Their professionalism and responsiveness are exemplary. I highly recommend them! **What do you dislike about beVault (formerly dataFactory)?** However, there are times when I would prefer to handle certain tasks independently without needing to rely on the team. **What problems is beVault (formerly dataFactory) solving and how is that benefiting you?** Reporting - [View beVault (formerly dataFactory) pricing details and edition comparison](https://www.g2.com/products/bevault-formerly-datafactory/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-15+08%3A38%3A44+-0500&secure%5Bsession_id%5D=2107cb62-74b1-4321-93b8-c28eb66a6c29&secure%5Btoken%5D=2d832cc5341a8f105bddf3a2c351c11b3e6532961519856495a62089d100e023&format=llm_user) ## beVault (formerly dataFactory) Features **Management** - Hierarchy Management - Reference Data Management - Data Lineage - Metadata Management **Automation** - Workflow Automation - Multi-platform support - Data Management - Data Simplicity **Functionality ** - Multi-Domain - Match & Merge - Relationship Mapping - User Interface **Security** - Data Governance - Data Masking **Functionality** - Documentation management - Platform support **Administration** - Error Alerts - Service Automation - Workflow management **Functionality** - Identification - Correction - Normalization - Preventative Cleaning **Agentic AI - Data Warehouse Automation** - Proactive Assistance **Management** - Reporting - Automation - Quality Audits - Dashboard - Governance **Generative AI** - AI Text Generation - AI Text Summarization ## Top beVault (formerly dataFactory) Alternatives - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) - 4.5/5.0 (4,009 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) - 4.4/5.0 (1,891 reviews) - [Planhat](https://www.g2.com/products/planhat/reviews) - 4.5/5.0 (914 reviews)