The challenge
Teams run into the same walls — not because they lack effort, but because the underlying complexity is real.
Sensitive data lives across cloud storage, SaaS tools, and legacy systems — no unified view, no consistent policy.
Knowing a file exists isn't enough. Without context — who created it, how it's used, where it flows — risk is invisible.
Rule-based classifiers flood teams with false positives. Real risk slips through while alerts bury the signal.
Policies written today don't account for new workflows, new tools, or the evolving ways people work around friction.
Every flagged incident requires human review, ticket creation, and follow-up. At scale, this breaks the workflow.
Regulations change faster than tooling. Proving compliance across jurisdictions means continuous audit overhead.