From Vulnerability Data to Risk Reduction: Why Aggregation Isn't Enough

Andrew Wortham

Bringing vulnerability data into a single platform is an important milestone, but it should not be mistaken for the end of the vulnerability management journey. Many organizations successfully integrate findings from multiple scanners, enrich them with asset information, and create a consolidated view of exposure.

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Can ServiceNow Help Aggregate Vulnerabilities?

Andrew Wortham

Vulnerability management has become increasingly difficult because visibility now comes from many different sources, each with its own perspective, data model, terminology, and operating assumptions.

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A woman provides oversight within a data center

The Governance Gap Emerging Within Enterprise AI

Daniel Gale

Not long ago, AI governance was largely a theoretical discussion inside most organizations. Leadership teams were trying to understand where AI might fit, while legal departments were drafting acceptable-use policies. And decision-makers were evaluating tools without much pressure to make immediate decisions.

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