Banking
Telco
Healthcare
SaaS
Automotive
Security
Countly for AI models
Turn your product data into intelligence your AI can actually use
The Challenge
AI is everywhere, but most models still work in isolation from real user behavior. They can summarize, predict, and automate - yet their output often feels generic. The reason isn’t the model itself, but the data behind it. Without structured, contextual input, AI can’t truly understand what users do or why.
The Solution
Countly fixes that by building a strong data foundation for AI - structured, contextual, and privacy-first. Countly connects models to real user behavior, giving them the insight to learn from actions, not just words.
Data foundation
From analytics to intelligence
Countly captures every key event, action, and interaction across your product, then structures it into clean, connected, machine-readable data. Countly makes your analytics AI-ready.
Train your own models
Use real behavioral data to build models that reflect user actions. Structured, precise, and context-rich.
Feed copilots and LLMs
Give your AI live insights instead of static logs. It starts understanding, not guessing.
Deliver AI with understanding
Create responses that feel human
and relevant. Context replaces guesswork.
and relevant. Context replaces guesswork.
What makes Countly data “AI-ready”
Countly turns behavior into structured building blocks your models can understand. It gives AI the who, what, and why behind every event for smarter decisions.
Cohorts
Dynamic groups of users (e.g., Active Shoppers, Churn Risks, High-Usage Customers).
Funnels
Sequences of actions that reveal intent and drop-off points.
Event Properties
Attributes that describe every interaction with precision.
Segments
Frequency, timing, and trend patterns across actions.
Real-world use cases
Across industries. from startups to public services, Countly data gives AI the missing ingredient: context built from real user behavior.
Loan application clarity
From rejection to resolution.
People don’t just want an answer - they want to know why. Countly reveals the real blockers behind stalled applications and helps users take action instantly.
People don’t just want an answer - they want to know why. Countly reveals the real blockers behind stalled applications and helps users take action instantly.
Without Countly
With Countly
AI can explain decisions - not hide behind generic answers.
Smarter usage alerts
From warnings to understanding.
Instead of shouting “limit exceeded,” Countly explains what’s behind the numbers - and how users can fix it before it happens again.
Instead of shouting “limit exceeded,” Countly explains what’s behind the numbers - and how users can fix it before it happens again.
Without Countly
With Countly
AI can see drop-off points and recommend real next steps.
Digital program engagement
From expired access to sustained care.
When health programs lose engagement, Countly pinpoints where patients drop off and nudges them back at the right time.
When health programs lose engagement, Countly pinpoints where patients drop off and nudges them back at the right time.
Without Countly
With Countly
AI can see drop-off points and recommend real next steps.
Feature discovery
From features to actual value.
Most users never explore the full potential of a tool. Countly learns what they ignore - and shows them what’s worth their time.
Most users never explore the full potential of a tool. Countly learns what they ignore - and shows them what’s worth their time.
Without Countly
With Countly
AI surfaces gaps in usage and adoption, automatically.
Safer, more adaptive driving insights
From reminders to real awareness.
Drivers don’t need more alerts - they need relevance. Countly learns individual habits and adjusts safety prompts to match real driving behavior.
Drivers don’t need more alerts - they need relevance. Countly learns individual habits and adjusts safety prompts to match real driving behavior.
Without Countly
With Countly
AI learns from real driving patterns, not static rules.
Adaptive authentication
From friction to trust.
Security shouldn’t slow people down - it should understand them. Countly detects anomalies and adapts protection based on behavior, not bureaucracy.
Security shouldn’t slow people down - it should understand them. Countly detects anomalies and adapts protection based on behavior, not bureaucracy.
Without Countly
With Countly
AI adapts security checks based on real behavior - not generic rules.
Built for privacy, ready for AI
Countly’s data pipeline follows strict privacy and security principles for modern AI.
Every integration and process protects ownership and transparency end to end.
Every integration and process protects ownership and transparency end to end.
Your data, your control
Stay fully in charge of where your data lives and how it’s used.
Transparent AI integration
Connect AI tools only when and how you choose.
No raw data exposure
Your raw data never leaves your environment.
Compliant by design
Meets GDPR, SCC, and HIPAA-ready standards from day one.
Why teams choose Countly for AI
Countly scales effortlessly beyond 100 billion data points, delivering structured, contextual, and compliant data by design. It’s built for LLMs, copilots, and intelligent automation — ready to power the next generation of AI.
Build AI that truly understands your users
Countly helps you turn analytics into intelligence, powering better decisions, better automation, and better customer experiences.
Talk to us about your AI stack