Your users report it.
We fix it. Automatically.
An AI-powered pipeline that triages bug reports, generates fixes, runs tests, and deploys — while your users track every step like a package delivery.
User submits bug report via your app...
How It Works
From bug report to deployed fix in minutes — fully autonomous with human guardrails.
Submitted
User submits feedback via your app's built-in button or API.
Triaging
AI analyzes the report against your codebase — risk, effort, affected files.
Assessed
Approval gate evaluates risk level. Low-risk fixes auto-approve.
Fixing
AI generates and applies the fix across your codebase.
Testing
Automated tests verify the fix doesn't break anything.
Deployed
Fix ships to production. User gets notified it's live.
Feedback starts before the bug
The pipeline fixes what's broken in production. The Design Reactor catches it earlier — capturing real reactions while a feature is still a mockup or a clickable demo.
Per-element reactions
Reviewers tap 👍, 👎, or 💬 on any part of a mockup — or a live, clickable demo. No login, no form. Every reaction is pinned to the exact element it's about.
Feedback Refiner
A thumbs-down on its own just says “something's off.” The Refiner asks up to three plain-language questions and turns the gut reaction into a structured, actionable package.
Feedback on live demo features
Reactions work on functional demos, not just static screens. Put a working feature in front of users and capture exactly what lands — before you build it for real.
Built for Production
Not a toy. A pipeline that handles real bug reports at scale.
Design Reactor
Per-element 👍 / 👎 / 💬 on mockups and live demos. Stop guessing what users want — capture their reaction the moment they see it, pinned to the exact element.
Feedback Refiner
A vague thumbs-down becomes an actionable spec. A short, plain-language interview synthesizes structured feedback automatically — no jargon required.
AI-Powered Triage
Every report is analyzed against your actual codebase. Risk level, effort estimate, affected files, and fix plan — generated in seconds.
Approval Gates
Low-risk fixes auto-approve. Medium and high-risk changes queue for human review. You set the thresholds.
Real-Time Tracking
Every user gets a tracking link — like a package tracker for their feedback. They see exactly where their report is in the pipeline.
Webhook Callbacks
Get notified on every stage transition. Keep your internal systems in sync with the pipeline's progress.
Multi-Venture
One pipeline serves all your products. Route feedback to the right repo, apply venture-specific rules, track everything centrally.
Full Audit Trail
Every decision, every stage transition, every actor — logged. Complete transparency for compliance and debugging.
One API Call to Start
Forward feedback from your app. Get a tracking link back. That's it.
{
"venture": "YourApp",
"type": "bug",
"title": "Login button unresponsive on mobile",
"description": "Tapping login on iOS Safari...",
"page": "/login",
"source_user_email": "user@example.com",
"auto_fix": true,
"callback_url": "https://yourapp.com/webhook"
}{
"id": 142,
"tracking_token": "qobiybuu7lvte60u",
"tracking_url": "https://app.uitl.ai/track/qob...",
"current_stage": "submitted"
}Your Users See This
Every feedback submission gets a real-time tracking page — like tracking a package. No login required. Full transparency.
Early Access
We're onboarding the first wave of teams. Get in early and help shape the product.
- ✓ 50 feedback items / month
- ✓ AI triage + tracking pages
- ✓ Webhook callbacks
- ✓ Email notifications
- ✓ Unlimited feedback items
- ✓ Auto-fix + auto-deploy
- ✓ Custom approval gates
- ✓ Multi-repo support
- ✓ Priority support
Ready to close the loop?
Get early access to the autonomous feedback pipeline. Ship fixes faster, keep users happy.
Request Early AccessWe'll get back to you within 24 hours.