Overview
Normalyze.ai provides a cloud data security platform that helps organizations protect data across public cloud environments. The platform continuously scans data stores, applications, identities, and infrastructure in all clouds, uses machine learning to discover sensitive data and the paths that could lead to breaches, and builds a graph of access and trust relationships to guide real-time threat analysis and responses. It also reveals data location, shadow stores or abandoned databases, data types, and who can access them to support data risk management and regulatory compliance. The goal is to reduce data-breach risk by giving organizations clear visibility, governance, and compliance tooling for data across the entire environment.
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Simplify's take
What believers are saying
- Proofpoint's October 15, 2026 Varonis deal expands the same data-security buyer budget.
- Proofpoint's March 31, 2025 transition page keeps Normalyze positioning visible for customers.
- Normalyze's 2024 ESG research highlighted a sharp pain point: unknown sensitive-data locations.
What critics are saying
- Normalyze's standalone brand died by 2026, so pipeline and pricing now depend on Proofpoint.
- Proofpoint said no product decisions were made, leaving Normalyze's roadmap exposed after the Varonis deal.
- If Proofpoint favors Varonis's stack, Normalyze becomes a redundant product and gets sunset.
What makes Normalyze unique
- Normalyze pioneered agentless DSPM, mapping sensitive data and access paths across hybrid estates.
- Its 2024 Proofpoint acquisition folded DSPM into Proofpoint's broader email, DLP, and AI-security stack.
- Snowflake Marketplace integration, updated October 5, 2026, shows native distribution inside data platforms.
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