AI demonstrations often end at the moment of success: an agent answers a difficult question, generates code or completes a task in seconds.

At Unleash, an invite-only tech summit by Atlassian, in association with YourStory, the conversation moved beyond the demo to an even harder question: what does it take to make AI dependable in production?

The output must be accurate.

The agent must operate within the right permissions.

Its actions must be visible, secure and recoverable.