Beta Program

Tell us where the AI gets it wrong

You're testing the beta — accuracy is the work, and your input is the steering wheel. Submit corrections when the analyzer misses, suggest features you wish it had, and upvote what other operators want. The team reads every submission.

Submit beta feedback
Two ways to weigh in. Pick the category that matches — corrections feed the accuracy loop, suggestions feed the roadmap.

Up to 120 characters — the headline on the roadmap.

Up to 5 tags — help us group ideas.

10–2000 characters. The team reads every submission.

Leave this if you'd like a direct reply. Anonymous submissions are welcome — we just won't be able to write back.

What other operators are submitting

Upvote anything you'd want sooner. Statuses update as the team triages — this page is public so you can see the queue.

What the team is building next

Now is what's in flight this week; Next is sequenced; Later is the direction we're open to taking based on what you submit. Promote-to-roadmap happens inside the admin app.