1. [Home](https://www.g2.com/) 2. ... 3. [Data Masking Software](https://www.g2.com/categories/data-masking) 4. [K2View Discussions](https://www.g2.com/products/k2view/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_fb7b8c65fc3bb4b21accb55feb21cab6/k2view.png "Product Avatar Image") ](/products/k2view/reviews) [ K2View ](/products/k2view/reviews) (55)4.6/5 K2view Data Product Platform composes and delivers operational context as reusable data products to power use cases such as agentic AI, Customer 360, synthetic data generatio, data privacy and compliance, and test data management. Operational context represents complete, governed, real-time views of business entities such as customers, orders, and products, enabling consistent, trusted data for operational, analytical, and AI use cases. The platform integrates fragmented data from multiple sources into consistent, continuously updated data products, delivered on demand to downstream systems and users. Each data product is a self-contained unit that integrates and organizes multi-source data by entity, persists it in a high-performance Micro-Database, and governs it in-flight. It processes and enriches data in memory, continuously synchronizes it with source systems, and delivers it to authorized systems via APIs, SQL, messaging, CDC, MCP, and RAG. Core capabilities include: • K2Studio: Graphical tool for designing, creating, and deploying data products, accelerated by AI copilots • Universal Connectivity & Integration: Connect to any source or target (structured, semi-structured, unstructured) across cloud and on-prem, supporting batch and real-time, sync/async, and push/pull delivery • Augmented Data Catalog and Governance: AI-driven discovery and classification with in-flight enforcement of data privacy and data quality policies • Advanced Transformation: In-memory (RAM) data transformations and enrichment for near-real-time processing • AI & Agentic Enablement: Built-in MCP server per data product and ability to create data agents with planning, reasoning, and execution capabilities • Flexible Deployment: Cloud, on-prem, hybrid; supports fabric, mesh, hub architectures • K2Cloud Monitoring: Visibility into data product usage and SLAs Show More * * * ### 35 Discussions ### 35 Participants ### 76.0 Nps Score Already have K2View? ### All K2View Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments MH Loading... [Melanie H.](https://www.g2.com/users/44f60988-5b64-4019-a55a-27ac030d38d9 "Melanie H.") • about 1 month ago Marketing Manager at Structube Marketing Manager at Structube More Options - [ # How are you handling real-time data sync across systems with K2View as you scale? ](/discussions/how-are-you-handling-real-time-data-sync-across-systems-with-k2view-as-you-scale) We have seen big gains from keeping information in sync across multiple systems in real time, instead of relying on scheduled updates and manual verification. Having a more current, consistent view has improved cross-team collaboration and helped us respond faster when priorities change. The... [Read more](/discussions/how-are-you-handling-real-time-data-sync-across-systems-with-k2view-as-you-scale) [ Data Fabric Software ](https://www.g2.com/tags/data-fabric-software) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+K2View+questions+and+get+answers+from+expert+users+in+our+K2View+Discussions+section.&title=K2View+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fk2view%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=K2View+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fk2view%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fk2view%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=K2View+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fk2view%2Fdiscuss%0aAsk+K2View+questions+and+get+answers+from+expert+users+in+our+K2View+Discussions+section.) 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Answer a few questions to help the K2View community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/authorize?form=signup&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fk2view%2Fdiscuss%3Fsmall_ask%3Dk2view) No ## Top Contributors in K2View 1 MH Loading... ### [Melanie H.](https://www.g2.com/users/44f60988-5b64-4019-a55a-27ac030d38d9 "Melanie H.") Marketing Manager at Structube 2 pts