DataBuck
Big Data Quality must always be verified to ensure that data is safe, accurate, and complete. Data is moved through multiple IT platforms or stored in Data Lakes. The Big Data Challenge: Data often loses its trustworthiness because of (i) Undiscovered errors in incoming data (iii). Multiple data sources that get out-of-synchrony over time (iii). Structural changes to data in downstream processes not expected downstream and (iv) multiple IT platforms (Hadoop DW, Cloud). Unexpected errors can occur when data moves between systems, such as from a Data Warehouse to a Hadoop environment, NoSQL database, or the Cloud. Data can change unexpectedly due to poor processes, ad-hoc data policies, poor data storage and control, and lack of control over certain data sources (e.g., external providers). DataBuck is an autonomous, self-learning, Big Data Quality validation tool and Data Matching tool.
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Netwrix Auditor
Netwrix Auditor, a visibility platform, allows you to control changes, configurations, and access in hybrid IT environments. It also eliminates the stress associated with your next compliance audit. All changes in your cloud and on-prem systems can be monitored, including AD, Windows Servers, file storage, Exchange, VMware, and other databases. Reduce the complexity of your inventory and reporting. You can easily verify that your access and identity configurations match the known good state by reviewing them regularly.
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IRI Voracity
IRI Voracity is an end-to-end software platform for fast, affordable, and ergonomic data lifecycle management. Voracity speeds, consolidates, and often combines the key activities of data discovery, integration, migration, governance, and analytics in a single pane of glass, built on Eclipse™.
Through its revolutionary convergence of capability and its wide range of job design and runtime options, Voracity bends the multi-tool cost, difficulty, and risk curves away from megavendor ETL packages, disjointed Apache projects, and specialized software. Voracity uniquely delivers the ability to perform data:
* profiling and classification
* searching and risk-scoring
* integration and federation
* migration and replication
* cleansing and enrichment
* validation and unification
* masking and encryption
* reporting and wrangling
* subsetting and testing
Voracity runs on-premise, or in the cloud, on physical or virtual machines, and its runtimes can also be containerized or called from real-time applications or batch jobs.
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QoreAudit
Gain comprehensive control over your information assets through the QoreAudit solution, which offers a robust means for your organization to obtain an all-encompassing view of its information inventories. With QoreAudit, you can seamlessly manage the information you create, acquire, and distribute at any moment. This tool meticulously performs a detailed inventory of all your data and information, encompassing a wide range of sources such as documents, emails, and web content. By delivering the most pertinent information, QoreAudit empowers you to make well-informed decisions within your organization. It skillfully pinpoints high-risk or high-value information in your documents, irrespective of where your information assets are stored. Furthermore, QoreAudit conducts thorough analysis, context, classification, and categorization of information, ultimately providing a holistic overview of your information inventory. A dynamic dashboard enhances the user experience by revealing duplicate documents and files, which average around 14%, ensuring you maintain an organized and efficient information management system. This streamlined approach not only saves time but also enhances overall productivity within your organization.
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