The dashboard problem: how data security posture management got stuck at visibility
A few years ago, we didn’t know where our sensitive data lived. This was one of the most honest sentences a CISO could say. It explained the breaches, the failed audits, and the compliance gaps that seemed to come out of nowhere. So the market built a category to answer that question. Data security posture management, or DSPM, promised something simple: scan everything, classify everything, and finally see where sensitive data sits — across cloud buckets, SaaS apps, data warehouses, and forgotten file shares.
Data security posture management must evolve from identifying sensitive-data risk to helping teams assign ownership, apply controls, and verify remediation.
It worked. DSPM tools do what they were designed to do, and they do it well. Discovery engines crawl environments that used to take manual audits months to map. Classification models tag personal data, financial records, and regulated information more consistently than manual review typically allows....
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