---
title: "Customer churn insight agent | Roundly"
description: "Customers scored for churn risk from usage, support and billing signals — drivers explained, prioritized save-list delivered to your CRM."
url: https://roundly-consulting.com/use-cases/data-analysis/churn-insight-agent
language: en
---

Category: Data analysis Use case: Predictive analytics For: SaaS, subscription & service businesses

# Customer churn insight agent

Every customer is scored for churn risk from usage, support and billing signals. The agent explains the drivers behind each score in plain language and feeds a prioritized save-list into your CRM — so retention effort goes where it changes the outcome.

## What it solves

01

### Churn visible too late

Risk shows up weeks before the cancellation e-mail.

02

### Retention spread thin

Effort concentrates on accounts where it changes the outcome.

03

### Scores nobody trusts

Every score comes with its drivers, in plain language.

## How it works

1. 01

    ### Connect

    Usage, support and billing data feed the model, read-only.

2. 02

    ### Score

    Each account gets a churn risk score, refreshed continuously.

3. 03

    ### Explain

    Drivers behind each score are spelled out — what changed and when.

4. 04

    ### Act

    A prioritized save-list lands in your CRM with suggested next steps.

## Before & after

### Without it

- Churn discovered in the cancellation e-mail
- Retention effort spread evenly across all accounts
- Black-box scores nobody acts on
- Win-back attempts start after the decision is made

### With it

- Risk visible weeks before the cancellation
- Save-effort focused where it changes the outcome
- Every score explained by its drivers
- Prioritized save-list synced to the CRM daily

## Your process could be next.

Tell us what eats your team's time — we'll show you what an AI prototype could do about it.

[Talk to us](https://roundly-consulting.com/contact.md) [Explore the Cosmos platform](https://roundly-consulting.com/cosmos.md)