Your product, improving itself.

We're building the ultimate AI product engineer. A system that understands your users, finds what to fix, and does the work. You'll just have to approve what ships.

Building got easier. Deciding what matters didn't.

Coding agents build product surfaces in an afternoon. Your team can push a fix the same day. The bottleneck has changed.

Now the hard part is figuring out what to do to have the most impact. Users churn quietly and the reasons aren't in any one dashboard. They're in the thousands of sessions nobody has time to watch.

Session Replays

Unreviewed 2,853

/support 0:08 /onboarding 0:28 /pricing 3:05 /reports 0:45 /upgrade 0:12 /integrations 0:12 /checkout 1:02 /dashboard 1:02 /checkout 1:02 /demo 0:28 /onboarding 0:06 /api/keys 0:45 /feedback 0:19 /billing 1:34 /notifications 1:02 /feedback 0:41 /settings 0:08 /billing 0:28 /dashboard 0:57 /docs 3:05

You don't need another analytics tool.

Analytics show patterns. Session replays show behavior. Feedback tools surface complaints. They're all important. None of them answer the real question: what should we build next?

So teams fill the gap themselves. Someone watches session recordings. Someone else builds internal tools to surface complaints faster. Smart people doing manual work that doesn't scale.

Analytics Last 7 days

12,847 page views
Session Replay 247 queued

/checkout 2:34 /pricing 0:45 /settings 1:12 /home 0:22 /billing 3:01

Feedback

  • 38 new
  • Checkout button doesn't respond (bug)
  • Can't find export option (ux)
  • Pricing page is confusing (feedback)
  • App crashed on mobile (bug)
  • Where is the settings page? (ux)
  • Loading takes too long (perf)
  • Invoice download broken (bug)
  • Dark mode looks wrong (ux)
  • Onboarding flow is unclear (feedback)
  • Search returns wrong results (bug)
  • Need bulk edit for items (feature)
  • Sidebar covers main content (bug)
  • Notifications won't dismiss (bug)
  • Confusing error messages (ux)
  • CSV import silently fails (bug)
  • Dashboard takes 8s to load (perf)
  • Lost data after refresh (bug)
  • Can't change email address (ux)
  • Filters reset on page change (bug)
  • Need keyboard shortcuts (feature)

For AI products, the problem is worse.

Traditional analytic tools were built for click-based products. If your product is conversational, generative, or agent-driven, your tracking can't tell you if a session succeeded.

Your logs say a conversation happened. They can't say whether it worked. For most teams, the workflow for improving AI products is still a black box.

Chat Session Live

How do I upgrade my plan?
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Session Analytics Last 24h

  • Messages: 1
  • Tokens used: 44
  • Avg latency: 354ms
  • Completion rate: 94%
  • Error rate: 0.2%
  • Turns to resolve: —
  • User satisfaction: —
  • Session outcome: —

Meet Milana, your AI product engineer.

Milana already knows what's going wrong in your product. The next step is building the fix. Soon, Milana will write the code, open the pull request, and measure whether the change worked.

Your team will set the goals and approve what ships. Everything else will happen automatically. The teams that understand users fastest will build the best products. Milana is closing the gap between learning and doing.

Milana — fixing issues

  • Fix checkout button on mobile viewport
  • Add billing link to hamburger menu
  • Reduce onboarding form to 3 steps
  • Handle AI intent misclassification
  • Fix search returning empty results
  • Add retry logic for payment failures
  • Lazy-load dashboard charts
  • Fix form validation error messages
  • Improve error boundary for API calls
  • Add loading skeleton to profile page

Milana — fixing issues

  • Fix checkout button on mobile viewport
  • Add billing link to hamburger menu
  • Reduce onboarding form to 3 steps
  • Handle AI intent misclassification
  • Fix search returning empty results
  • Add retry logic for payment failures
  • Lazy-load dashboard charts
  • Fix form validation error messages

The team member that's always leveling up.

Milana watches every session, reads every ticket, and turns what it learns into action. It works at 3am. It remembers everything from last quarter. It gets better the more it sees.

Every insight compounds. Every release gets sharper. The gap between what users need and what ships keeps shrinking.

Traditional Approach Backlog

  • Checkout button unresponsive (bug)
  • Users can't find billing (ux)
  • Onboarding drop-off at step 3 (churn)
  • Search returns wrong results (perf)
  • Pricing page bounce rate high (ai)
  • Mobile nav covers content (bug)
  • CSV export silently fails (ux)
  • Users skip upgrade prompt (churn)
  • Dashboard loads in 8 seconds (perf)
  • Error messages are unclear (ai)
  • Dark mode contrast issues (bug)
  • Payment retry has no feedback (ux)
  • Filters reset on navigate (churn)
  • Form loses data on refresh (perf)
  • AI responses miss user intent (ai)
  • Settings page has dead links (bug)
  • Signup flow too many fields (ux)
  • Notification badge won't clear (churn)
  • Help docs are outdated (perf)
  • Image uploads timeout on mobile (ai)

Last reviewed 3 days ago Manual triage

With Milana
Shipped: 142

See the future of product excellence.

We're working with design partners now and opening access to companies where user experience is a competitive advantage.

Book a Demo

See the future of product excellence.

We're working with design partners now and opening access to companies where user experience is a competitive advantage.

Book a Demo