AI-driven Data Security Posture Management — data discovery, classification, DSPM, privacy automation, and AI data governance under one platform. The differentiator isn't "another DSPM"; it's a DSPM that actually addresses AI pipeline exposure, training data leakage, and the data-governance gap that emerged when every team started building with AI without telling security.
Secuvy delivers DSPM with an AI-first orientation. The standard DSPM problem — discovering and classifying sensitive data across structured and unstructured environments — is solved, but Secuvy extends it: data flowing into AI training datasets, sensitive data leaking into prompts and inference traffic, model outputs that recreate training data, the AI data governance workflows that existing privacy tools weren't built for. For CISOs whose threat model now includes "someone on the product team trained a model on customer PII without telling us," this is the brief.
Your product, customer success, or internal teams are building AI features. You don't know exactly what data is going into models. You need governance before the breach or regulator finds out.
Data discovery + privacy automation as a unified workflow. Particularly strong for organizations with cross-border data flows.
If AI isn't yet in your operational stack, the AI governance differentiator is theoretical. Cyrisma may be the broader DSPM brief for general data risk.
If your problem is controls evidence rather than data discovery, brief Drata first.