One tool says your numbers are fine. Another disagrees. Your own product knows what actually happened. BonnieOS connects every source once, reconciles what they report, and turns the answer into a ticket someone owns.
Free while we're in early access. No credit card, no sales call.
In daily use on a seven-app consumer portfolio and with two partner teams — a mobile games studio and a consumer news app — where the people asking the questions include marketers, not only engineers.
1–2 hrs
To read retention across a seven-app portfolio. It used to take a full day, per app.
21
Connectors, each encrypted and health-checked — and a new one built on request in about 15 minutes.
0
Credentials the model ever sees. Connectors fetch the data; secrets stay in the vault.
The problem
Whichever stack you run — analytics, attribution, payments, the stores — the same metric comes back different in each one. Retention, active users, conversion, churn: pick the number that looks right, caveat it in the standup, move on.
Reconciling it by hand is a lost afternoon, and it still doesn't get you an answer — because why people left was never in any of those tools. It's in the friction inside your product, and that lives in your own database and your code.
An example — one app, one day, one metric
Play Console
12,480
Daily active users
Firebase
11,207
Daily active users
Your analytics tool
9,845
Daily active users
11,207 is the number to trust. The store counts installs, not opens; your analytics tool dropped 1,362 events from a broken SDK call in last week's build — which is also the bug worth fixing.
Ask it something hard
How it works
Connect your sources
Authorise the tools you already run — analytics, ads, payments, stores, your database, your repo. Each connection is tested before it's trusted, and takes minutes, not a migration.
Ask in plain language
No SQL, no dashboard-building. Ask why a number moved and get an answer that reconciles every source and points at a cause, with its working shown.
Ship the fix
Turn the finding into a ClickUp task assigned by commit ownership — then let scheduled reports and nudges tell you when something moves again.
Why the answers hold up
It reads your product, not an industry average
It reads every source at once — analytics, ad platforms, payments, your database, your repo — reconciles where they disagree, and says which reading holds and why. No benchmark tells you which release broke playback.
It remembers what you decided
Last month's churn question, and what you did about it, is still there next month — not buried in a Slack thread nobody can find.
It tells you before you think to ask
Scheduled reports land where your team already works, and a nudge arrives when something moves enough to matter — Slack, Discord or email.
Connectors
Analytics & stores
Revenue & ads
Your product
The sources that hold the why
Where work happens
Running something we don't cover yet? Ask. Most connectors take about fifteen minutes to build, and we'd rather add yours than tell you it isn't supported.
Your retention question is whether someone came back and watched the next episode, played another track, opened the app on day three. Most tools in this space were built for software companies tracking renewals and license upgrades — a completely different question, and it shows the first time you ask them about a consumer app.
One app or nine, it doesn't matter. If your data is spread across tools that don't talk to each other, this is for you.
Questions BonnieOS answers
Why watch time drops after episode one
How many tracks someone plays before they stop
Whether they came back on day three
Which release made first playback slower
Where other tools stop
That watch time fell this week
That most users stop after one track
That day-three return is down
That churn rose after the last release
All true, all useful — and none of it says why, or what to change.
Trust & security
Your keys sit in an AES-256 vault. Connectors — not the AI — use them to fetch data, and nothing in BonnieOS executes anything with a credential in hand. We wrote the whole architecture down so you can check it instead of trusting us.
Pricing
We haven't set a price yet, and we'd rather say so than invent one. Early-access teams get the full product at no cost, and we'll tell you our pricing before it ever applies to you — not discover it on an invoice.
Today
Early access — free
Every connector, unlimited questions, scheduled reports and nudges, task creation. Sign up and connect a source yourself.
Later
Priced against the alternative
The honest comparison isn't another analytics subscription — it's the analyst or data hire teams make to do this work by hand. That's the bar we'll price under.
Either way
No lock-in on your data
Your credentials stay revocable and your sources stay yours. Disconnect and nothing of yours is held hostage.
Questions people actually ask
Does the AI get access to my credentials?
No. Keys sit in an AES-256 vault and connectors use them to fetch data; the model only ever receives the data itself. The full architecture is written down.
Do I need to be technical to use it?
No — that's the point. On both of our partner teams, the person asking the most questions is in marketing. No SQL, no dashboard-building, no engineer in the loop to get an answer.
What if my tracking isn't set up properly?
Common, and worth knowing early. Reading across sources surfaces where your instrumentation contradicts itself or misses events entirely — so you find out before you act on a bad number.
Is this just another dashboard?
A dashboard shows you the number and stops. BonnieOS explains the number, reaches into your database and code to find the cause, and files the fix as a task someone owns.
How long does setup take?
Minutes. Sign up, name your workspace, authorise one source, ask a question. You don't need every connector wired up to get a useful answer out of the first one.
Does it work for one app, or a portfolio?
Both. One product with scattered tooling has the same problem as nine — the saving just compounds faster when every app would otherwise cost you a separate day.
Connect one source and ask the hardest retention question you have. Free while we're in early access.