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• Comment: In accordance with Wikipedia's Conflict of interest guideline, I disclose that I have a conflict of interest regarding the subject of this article. Alon Rosenthal (talk) 13:42, 1 March 2026 (UTC)

SecuPi provides a data-centric security platform designed to protect sensitive data while it is actively accessed and used. Unlike traditional database activity monitoring tools that require deployment of kernel-based agents on databases, the platform uses plug-ins and on inline enforcement, allowing organizations to monitor and restrict data access in real time.

SecuPi was founded by cybersecurity professionals with experience in enterprise data protection. The company emerged in response to limitations observed in legacy database activity monitoring products, particularly their reliance on database agents and limited ability to enforce granular access controls in cloud environments.

SecuPi’s platform inspects database queries in real time, ranks queries based on sensitive data access behavior and risk and applies access control policies. These policies may include filtering, masking, blocking or encrypting sensitive data based on identity attributes, purpose, data sensitivity, and access context.

The platform extends monitoring and data access controls to artificial intelligence workflows, including training, fine-tuning, retrieval-augmented generation, and inference. Policies are applied to limit AI systems to explicitly authorized data and to provide auditability of data access by machine identities.

SecuPi is designed for hybrid and cloud environments and operates without requiring application code changes. The platform integrates with identity, data catalogs, DSPM tools and privileged access management systems and supports deployment across multiple database and analytics platforms.

Reported use cases include protecting sensitive data in analytics platforms, enforcing least-privilege access for privileged users, supporting regulatory compliance, and governing data exposure to AI systems.

SecuPi is often discussed within the context of modern database activity monitoring (DAM) and data-centric security, reflecting broader industry trends toward real-time enforcement and zero-trust data access models. SecuPi and its founders have received extensive recognition from independent global technology analysts for their role in defining the Data Security Platform (DSP) market. Major Market Reports The company is frequently positioned as a "Leader" in the DSP sector, noted for its maturity and platform capabilities alongside legacy vendors.

<!References SecuPi Recognized in the 2025 Gartner® Market Guide for Data Security Platforms <https://www.gartner.com/en/documents/6300315> KuppingerCole, Leadership Compass, Data Security Platforms, March 2025, Leader position with IBM, Oracle and Thales<https://www.kuppingercole.com/research/lc80842/data-security-platforms> KuppingerCole, Leadership Compass, Data Security Platforms, April 2023, Leader position with IBM, Oracle and Thales<https://www.kuppingercole.com/research/lc80907/data-security-platforms>, Gigaom Data Security Platforms, Dec 2025, Leader position with Varonis in maturity and platform play categories<https://portal.gigaom.com/report/gigaom-radar-for-data-security-platforms-dsp-3>, Gigaom Data Security Platforms, 2024, Leader position<https://portal.gigaom.com/report/gigaom-radar-for-data-security-platforms>