An AI analyst that
watches your business.
Agents that connect to your data, monitor your metrics and customers, and alert you in Slack when something deserves your attention. You're busy. This makes sure you're focused on the right things.
Connects to your product analytics
#growth|Where signals land3 accounts showing expansion signals this week. Acme Corp hit all seat limits and is actively using 4 of 5 paid features.
This is what the agent catches for you.
Acme Corp is ready to expand
All seats used, actively using 4 of 5 paid features
TechStart Inc likely to churn
No login in 14 days, 3 support tickets unresolved
Onboarding completion dropped 12%
Started after Tuesday’s v2.4 release — step 3 is the drop-off
Team invites predict retention
Accounts with 3+ members have 89% 90-day retention
12 trial accounts went quiet this week
Active in week 1, no login since — potential win-back
Things slip through. Churn signals go unnoticed until it's too late. Expansion windows close because nobody flagged them. A release breaks onboarding and you find out in the monthly review.
The agent watches continuously. It catches these signals the moment they show up and delivers them to Slack. You don't check dashboards — it checks for you.
How it works
Three steps. You connect the data, the agent does the rest.
Connect your data
PostHog, Amplitude, Google Analytics, CSV. The agent connects to where your usage data already lives. No migrations, no warehouse setup.
The agent learns your business
It builds up an understanding of your metrics, your segments, what “normal” looks like. Not raw queries — real context about your product and customers.
Monitor and alert
The agent watches your key metrics and customers continuously. You get notified in Slack when something deserves your attention. It works while you sleep.
Built by people who've done the analysis themselves
The same people who built the product are the ones making sure your answers are right. We handle the data so you can focus on growing your business.
Niko
Technical Founder
Product consultant turned founder. 4 years connecting user behavior to business outcomes.
Pauline
Founding Researcher
Led user research at Personio. Brings rigor to how we define and measure what matters.
Juan
Data Consultant
Mathematics (Caltech) and data science (TUM). Ensures every analysis holds up to scrutiny.
What makes this different
Always-On Monitoring Agents
Long-running agents that watch your metrics and customers continuously. Expansion opportunities, churn risks, onboarding drops — surfaced the moment they show up, not two weeks later in a review. They monitor every release.
Your Business, Understood
The agent knows your metrics, your segments, what normal looks like. That’s what makes monitoring accurate and answers reliable. Not raw queries against a database — real understanding of your product.
All Your Data, One Picture
PostHog, Amplitude, Google Analytics, CSV uploads. The agent normalizes everything into one timeline so it can spot patterns across sources and time periods.
Free 30-Day Pilot
We find the growth signals hiding in your data.
30 days. No cost. No commitment. We connect your data, dig into usage patterns, and show you exactly which signals are worth monitoring and acting on.
Book a callWhat you get:
Full data audit
We connect your product analytics — PostHog, Amplitude, Google Analytics, or CSV exports. Build the complete picture of how customers use your product.
Signal identification
Which accounts are ready to expand? Who’s at risk of churning? What patterns predict conversion? We dig into your usage data and find what’s already there.
Growth opportunities report
Clear recommendations on what to act on now. No fluff, no 50-slide deck — the signals that matter and what to do about them.
Optional: continuous monitoring
After the pilot, set up agents that do this work for you continuously. They watch your metrics, monitor every release, and alert you in Slack when something deserves attention.
Frequently asked questions
ChatGPT doesn’t know your business. It can’t see your data, doesn’t understand your metrics, and can’t alert you at 3am when something shifts. Tools that query on demand are not agents that monitor continuously. Product Analyst AI connects to your data, learns your business context, and watches your metrics around the clock. It’s an analyst, not a chatbot.
Those are threshold alerts on single metrics — “notify me when DAU drops below 500.” Product Analyst AI understands your business context. It connects signals across sources and time periods, spots patterns you wouldn’t think to set a threshold for, and tells you why something matters — not just that a number moved.
They don’t just set things up and walk away. They dig into your data, find the signals worth watching, tune the monitoring agents, and review what the agents catch. Think of it as AI doing the heavy lifting with a human making sure you’re acting on the right things.
We connect to product analytics platforms: PostHog, Amplitude, Google Analytics, and CSV uploads. Everything normalizes into a single timeline so the agent can analyze patterns across sources and time periods. If you need a specific integration, we build it.
We connect your data, analyze your usage patterns, and deliver a clear report: which accounts are ready to expand, who’s at risk of churning, and what signals are worth monitoring. You also get early access to the monitoring agents in Slack. No cost, no commitment.
Yes. We can work with fully anonymized data: hashed user IDs, no PII required. We’re looking at behavioral patterns and business signals, not personal information. You control what you share.
