PROBLEM: False positives create noise, and admins won't adopt AI they can't verify.
APPROACH: Put the emphasis on what AI removed from classification rather than what it kept, because that is where the value is.
Hello! I’m Supriya
My work often involves turning technically complex workflows and large amounts of information into experiences that feel clear and actionable.
Product Designer | B2B SaaS | 5+ years of experience
Currently designing experiences at Microsoft shipping security, compliance and AI features from 0 to 1.
PROBLEM: Admins needed to protect older sensitive data, but pay-as-you-go scanning made the cost uncertain.
APPROACH: Made the cost estimate mandatory, and offered "Download report" instead of "Start classification", because admins needed budget approval before they could commit.
PROBLEM: Admins re-entered and updated the same long lists rule by rule, across policies.
APPROACH: One central list library shared across all DLP workloads, with a guided migration from Endpoint DLP.