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> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# 1 unread message

**[Sliver C2 Documentation](https://daily.dev/sources/bishopfox)** · 7 min read · 0 upvotes · 0 comments

## Summary

A panel of security and AI leaders discusses how AI adoption is outpacing governance programs. Speakers from Bishop Fox, acceligence, Ventrilo, and RealPage cover how AI risk differs from traditional software risk (probabilistic outputs, third-party model dependencies, over-permissioned integrations), what practical governance looks like (structured intake, baseline guardrails, feedback loops), and where organizations still struggle (scaling review processes, communicating risk, keeping frameworks adaptable). Practical advice includes starting with an inventory of AI use, anchoring efforts to measurable business outcomes, setting guardrails before scaling, and designing integration points carefully.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://bishopfox.com/blog/ai-security-risks-reviewing-governance-and-guardrails>

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---

Tags: [#security](https://daily.dev/tags/security), [#llm](https://daily.dev/tags/llm), [#ai-governance](https://daily.dev/tags/ai-governance)

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