# \#cve

**URL:** https://community.cumulocity.com/tag/cve/1721.md

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## [Scaling AI Safely: Cost-Effective AI Vulnerability Fleet Scanning in Cumulocity](https://community.cumulocity.com/t/scaling-ai-safely-cost-effective-ai-vulnerability-fleet-scanning-in-cumulocity/14581)

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**Author:** [@Tobias\_Sommer](https://community.cumulocity.com/u/Tobias_Sommer)\
**Replies:** 0\
**Last updated:** [May 20, 2026, 8:01am UTC](https://community.cumulocity.com/t/scaling-ai-safely-cost-effective-ai-vulnerability-fleet-scanning-in-cumulocity/14581 "2026-05-20T08:01:40Z")

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With the upcoming Cyber Resilience Act (CRA), continuous software and vulnerability monitoring isn’t just a “nice-to-have” security feature anymore—it’s quickly becoming a regulatory requirement. For IoT product manufa…