K2View vs DATPROF Comparison: Everything You Need to Know Before Choosing

K2view is a data management platform that aims to make enterprise data AI-ready by ensuring it is secure, complete and fast to access. Founded in Israel, the company is known for its entity-based approach, which organises data around business entities such as customers, orders or devices rather than around individual source systems. The problem it addresses is that data in large organisations is fragmented across numerous legacy and cloud applications, making it difficult to provide consistent, real-time information to AI models, operational applications, testing teams and analytics. K2view’s Data Product Platform integrates data from disparate systems into micro-databases, each representing a single entity, which can be queried, masked and delivered at high speed. This design is intended to support use cases that require both scale and fine-grained privacy controls, and it underpins deployments at large telecommunications providers such as AT&T. The platform supports several solution areas. For generative AI, K2view provides retrieval-augmented generation capabilities that ground large language models in accurate, real-time enterprise data while protecting sensitive information. Its test data management tools provision compliant, referentially intact test datasets on demand, including subsetting and data masking, while synthetic data generation creates realistic artificial data for development and model training. Cloud migration features help organisations move data from legacy systems to modern platforms with minimal disruption, and customer data hub capabilities deliver unified customer views to operational channels. The platform can be deployed in the cloud, on-premises or in hybrid environments and connects to a wide array of databases, applications and message streams. K2view serves large enterprises in telecommunications, financial services, healthcare and retail. Its patented micro-database architecture is designed to deliver data in milliseconds while isolating each entity’s information for security purposes. Pricing starts from around GBP 1,000 with a free trial; there is no permanently free version.