---
title: "Don’t Build AI Governance From Scratch. Just Turn It On."
url: https://daily.dev/posts/don-t-build-ai-governance-from-scratch-just-turn-it-on--xsusmokwq
source_url: https://www.atlassian.com/blog/rovo/ai-governance-built-in
type: article
source: "Atlassian"
published: 2026-08-14T16:09:57.790Z
updated: 2026-08-14T16:10:17.434Z
tags: ["security", "ai-agents", "ai-governance", "atlassian"]
reading_time: 8
upvotes: 0
comments: 0
language: en
---

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# Don’t Build AI Governance From Scratch. Just Turn It On.

**[Atlassian](https://daily.dev/sources/atlassian)** · 8 min read · 0 upvotes · 0 comments

## Summary

Atlassian promotes AI governance capabilities built into its platform (Rovo, Atlassian Guard) as agent adoption accelerates across enterprises. The piece cites Gartner's prediction that Fortune 500 enterprises will average 150,000 agents by 2028, with only 13% of organizations feeling prepared with proper governance. It outlines a three-part governance framework: securing underlying data (content scanning, automatic classification, data security policies), setting boundaries for autonomous agent behavior (agent permissions, upcoming agent identities, MCP tool controls, centralized console), and maintaining audit trails (audit logs, Rovo insights, platform usage tracking, upcoming ROI calculator). The core pitch is that governance should be layered onto existing platform permissions rather than rebuilt from scratch for AI.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.atlassian.com/blog/rovo/ai-governance-built-in>

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---

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

[View this post on daily.dev](https://daily.dev/posts/don-t-build-ai-governance-from-scratch-just-turn-it-on--xsusmokwq)