feat(insights): AI analysis

[anirudhpillai]

Problem

Building on top of https://github.com/PostHog/posthog/pull/41908

Changes

• Featured flagged, will test with just our org for now

• Very basic prompts for now, will improve those in follow up PR. Just want to get plumbing out now.

• Moved suggestion logic to backend

• AI generated suggestions

• AI analysis section with triggers the analysis

• First the insight query/results are analysed and explained to user

• Then we fetch suggestions to recommend user what else to look into to understand things better

How did you test this code?

👁️

👉 Stay up-to-date with PostHog coding conventions for a smoother review.

Changelog: (features only) Is this feature complete?

Not yet

[github-actions[bot]]

Size Change: +286 B (+0.01%)

Total Size: 3.66 MB

ℹ️ View Unchanged

Filename	Size	Change
frontend/dist/toolbar.js	3.66 MB	+286 B (+0.01%)

_{compressed-size-action}

[posthog-bot]

Visual regression: Storybook UI snapshots updated

Changes: 2 snapshots (2 modified, 0 added, 0 deleted)

What this means:

• Snapshots have been automatically updated to match current rendering
• Next CI run will switch to CHECK mode to verify stability
• If snapshots change again, CHECK mode will fail (indicates flapping)

Next steps:

• Review the changes to ensure they're intentional
• Approve if changes match your expectations
• If unexpected, investigate component rendering

Review snapshot changes →