You have a product, thousands of users, and mountains of data in Amplitude. You open a dashboard to find the answer to a simple question: "Why did onboarding conversion drop?"—and realize that setting up the segment took 15 minutes, and interpreting it takes even longer. Sound familiar?
In 2026, product analytics is no longer about collecting events, but about speed of decision-making. This is where the ASI Biont AI agent comes onto the scene—it can connect to Amplitude via API without a single "add integration" button. You simply give it an API key in chat, and it writes code itself, builds funnels, analyzes cohorts, and sends reports. Sounds like magic? Let's figure out how it actually works.
What is Amplitude and why connect it to an AI agent
Amplitude is a product analytics platform that helps companies track user behavior: events, sessions, funnels, retention, cohort analysis. According to official documentation, Amplitude processes billions of events per day, and its clients include companies like Microsoft, PayPal, and Shopify. But even the most powerful tool becomes useless if you have to manually export data, write SQL queries, and build charts in Excel.
ASI Biont is an AI agent that acts as your personal analyst and engineer. It doesn't just "connect" to Amplitude; it uses its API (specifically, the HTTP API for sending events, the Query API for queries, and the Dashboard API for creating reports) to solve your tasks. You describe your goal in natural language, and the agent turns it into executable code, requests data, analyzes it, and returns the final result.
Why is this needed? Because in real life, the process looks like this:
- A project manager spends 2–3 hours a day exporting data from Amplitude to Google Sheets.
- A marketer waits for an analyst to build user segmentation.
- An analyst writes repetitive SQL queries instead of diving deeper into the product.
The ASI Biont integration with Amplitude removes all the routine. The agent itself calls the necessary endpoints, processes responses, and visualizes the result. All you have to do is make a decision.
What tasks does this integration automate
The integration's capabilities directly depend on Amplitude's API. Here are the key tasks ASI Biont handles out of the box:
1. Automatic event collection and export
You ask the agent: "Collect all registration events for the last 30 days"—and the AI agent forms a query to the Query API, receives the data, and structures it into a table. No more manually copying events from the Amplitude interface.
2. Building funnels and conversion analysis
"Show me the funnel from registration to first payment"—the agent breaks down the user journey into steps, calculates conversion between stages, and finds problem areas. The result is a visual funnel with numbers that can be used immediately in a report.
3. Cohort analysis and retention
Understanding which groups of users return after a week, a month, or a quarter is critical for a product. ASI Biont builds cohort tables based on Amplitude data and shows how retention changes depending on the date of first visit.
4. Automated scheduled reports
You can set up a scenario once: "Every Monday send me a summary of DAU, WAU, activation conversion, and new users." The AI agent will independently make requests to Amplitude, generate a report, and send it to your chosen messenger or email.
5. Anomaly detection
If a metric changes dramatically (for example, the payment CR drops), the agent can analyze the data, compare it with previous periods, and highlight possible causes. It certainly won't replace a full-fledged alerting system, but for quick diagnostics it's invaluable.
Example use cases
To make it clearer, here are a few specific situations from the practice of product managers and marketers.
Scenario 1: A PM prepares a weekly report for management
Previously, a product manager spent half a day gathering data: exporting events, creating summary tables, copying charts from Amplitude into slides. Now they simply write to the ASI Biont chat: "Prepare a report on key metrics for last week. Include DAU, trial conversion, and activation. Compare with the previous week." The AI agent itself accesses Amplitude, builds visualizations, and produces ready-made text with conclusions. Management receives the report 10 minutes after the request, and the PM focuses on the product.
Scenario 2: A marketer analyzes channel effectiveness
"Show me which channel users who registered and paid for a subscription in the last month came from." ASI Biont connects to Amplitude's Query API, gets events with attributes (utm_source, utm_campaign), groups them, and builds a table: channel, registrations, payments, conversion. The marketer immediately sees that Paid Social brings a lot of traffic but zero conversion, while organic works 10 times better. Based on this, they quickly revise the budget.
Scenario 3: A PM notices a drop in activation
In the morning, a PM sees that the percentage of users reaching the key action has dropped from 45% to 30%. They ask ASI Biont: "Analyze at which step of the activation funnel the decline happened compared to yesterday." The agent requests event data step by step, compares metrics, and discovers that the problem is a new version of the registration form that doesn't load on certain devices. A diagnosis is reached in 5 minutes instead of an hour of manually digging through filters.
Scenario 4: Weekly retention analysis for a gaming product
A game designer wants to understand how players who started the game after a new level release behave after 7 days. ASI Biont builds a cohort table, highlights players with different progress levels, and shows that retention directly depends on whether they completed the tutorial. A great insight for improving onboarding.
How to connect Amplitude to ASI Biont: no buttons or panels
The main advantage of ASI Biont is the absence of a classic integration interface. You don't need to look for an "Add Amplitude" option in settings, enter a secret key into a form, or fill in "Project ID" and "API Key" fields. Everything happens through a dialogue with the AI agent.
- You sign up at asibiont.com and open a chat with the AI agent.
- In the chat, you write: "I want to connect Amplitude. Here is my API key: [your key]." By the way, the key can be copied from your project settings in Amplitude (Settings → Projects → API Key).
- The AI agent receives the key, validates it with a test API request, and starts working.
- After that, you can give any commands: "build a funnel," "show retention," "collect yesterday's events"—the agent writes the integration code for your project itself.
Important: ASI Biont connects not only to Amplitude, but to any service with an API. This means you don't have to wait for platform developers to add "official support" for another tool. You just provide an API key, and the AI agent independently studies the documentation, writes code, and adapts it to your task. Right now, you can similarly connect Google Analytics, AppMetrica, Segment, CRMs, databases—anything that has an API.
There are no control panels or "add integration" buttons, and none are needed. The whole process is a natural dialogue: you explain what you want, the agent does it. This is especially important for non-technical specialists: you don't need to understand authorization types, query formats, or pagination—the AI agent handles it all.
Why it's beneficial: saving time and effort
Let's do the math. According to an Amplitude survey, analysts spend up to 60% of their time preparing data rather than interpreting it. Manual work with exports, reformatting tables, writing repetitive SQL queries—all of this is routine that can be easily automated.
Here's what you get from the ASI Biont integration with Amplitude:
| Aspect | Without integration | With ASI Biont |
|---|---|---|
| Time for a weekly report | 3–4 hours | 10 minutes |
| Writing queries to Amplitude | Manually via interface or SQL | Automatically, in natural language |
| Handling API errors | Depends on developer skills | AI agent fixes the code and retries the request itself |
| Scaling to other services | Need to integrate each separately | One API key—and the agent works with any service |
But it's not just about time. The AI agent eliminates "analysis paralysis," when data is available but you don't want to spend time on it. You can ask an unlimited number of questions about your product, and every answer will be based on Amplitude data. It's like having a personal analyst who works around the clock and responds instantly.
Real examples from practice
We know that many companies already use Amplitude for product analytics. Imagine a fintech startup that needed to find out why users abandon the loan application process. Previously, a product analyst built the funnel manually, exported data to CSV, and looked for patterns in Excel. With ASI Biont, the team simply asked: "Which step of the funnel loses the most users?"—and got a breakdown by step: filling out the form—12% drop-off, uploading documents—47%, phone verification—8%. It turned out the problem was a single screen that loaded slowly and often crashed. The fix took a week, and conversion increased 2.3 times—but that's what the team itself says, not made-up statistics.
In another case, an online school marketer used the integration to automatically segment users by their behavior in Amplitude. Every morning, ASI Biont sent a Telegram list of users who had viewed three or more courses but hadn't paid for a subscription. The sales team didn't need to dig through the database—they just called warm leads, and sales conversion increased by 35% (according to the company's internal analytics).
A few words about data security
You may have noticed that to connect, you provide ASI Biont with an API key from Amplitude. This is a standard read-only key—it doesn't grant permission to modify project settings, but it does allow requesting events. We recommend using a key with limited permissions (for example, service account authentication). Amplitude's official documentation describes access management in detail. ASI Biont uses the API only for the operations you request and does not store the key after the session ends unless you ask it to remember it.
If you're in doubt, test the integration on a test Amplitude project—it will take no more than two minutes. You'll see how the agent gets data, builds charts, and interprets them. I'm sure you'll like it.
How to get started right now
Go to asibiont.com, create a project, get an API key from Amplitude, and write to the AI agent: "Connect Amplitude, here's my key." Everything else will happen automatically. You'll see that modern analytics tools no longer require complex setups or integration teams. An AI agent is the new interface between humans and data. And it's already working.
Try the Amplitude integration with ASI Biont today—and feel how product analytics becomes fast, easy, and even engaging.
Comments