Our Mission

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.

analyze.ts

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
Unreviewed2,847
/notifications0:28
/notifications1:18
/settings0:45
/team1:34
/feedback2:11
/api/keys0:12

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.

AnalyticsLast 7 days
12,847page views
Session Replay247 queued
/checkout2:34
/pricing0:45
/settings1:12
/home0:22
/billing3:01
Feedback38 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

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 SessionLive
Type a message...
Session AnalyticsLast 24h
Messages
0
Tokens used
0
Avg latency
342ms
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

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 ApproachBacklog

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

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 agoManual triage
With Milana
Shipped142

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product excellence.

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