Client Health Monitor
How we gave a B2B marketing agency early warning on client churn by unifying every interaction into a single health score.
80%
Of surprise churn now caught early
6 wks
Earlier visibility into churn signals
160
Clients monitored in real time
CLIENT OVERVIEW
A B2B marketing agency with 160 active client accounts on monthly billing. The agency has 5 account managers using a mix of phone, email, SMS, Slack, and in-person meetings for client communication. The director of account management oversees the team alongside the top account manager. In a single quarter, 3 major clients churned with zero warning, blindsiding leadership and putting revenue targets at risk.
THE PROBLEM
What was broken
No unified view of client relationships
Client interactions were spread across phone calls, emails, SMS, Slack messages, and in-person meetings with 5 different account managers using 5 different workflows. Nobody had a complete picture of any single client relationship.
3 big churns blindsided leadership
In a single quarter, 3 major clients cancelled with zero warning. The signs were there: declining engagement, shorter calls, slower email responses. But scattered across channels, nobody connected the dots until the cancellation came in.
Churn signals invisible across 160 accounts
With 160 active clients and 5 account managers, there was no scalable way to monitor relationship health. Problems festered in isolation, a frustrated email here, a skipped check-in there, invisible to anyone but the individual AM handling that account.
THE GOALS
What success looks like
Unify every client touchpoint into a single health score that updates in real time
Detect churn signals 6+ weeks before they would normally surface
Give the director of account management a dashboard showing every client's health at a glance
Automate alerts when a client's health score drops, connecting the right people to act immediately
OUR APPROACH & SOLUTION
Building a real-time health score across every client touchpoint
We started by mapping every communication channel and data source across the 5 account managers. Then we built a unified client timeline with AI-powered sentiment analysis and automated health scoring that updates after every interaction.
Phase 1
Channel Unification
Connected phone logs, email threads, SMS history, Slack conversations, and meeting notes into a single unified timeline for each of the 160 client accounts. Every interaction is captured automatically so nothing falls through the cracks.
Phase 2
AI Sentiment Analysis
Built AI models that analyze the tone and content of every client interaction. The system detects sentiment shifts like shorter responses, delayed replies, negative language patterns, and skipped meetings, then translates them into a health score that updates in real time.
Phase 3
Health Dashboard
Gave the director of account management and the lead AM a single dashboard showing every client's health score, trend direction, and last interaction. Red-yellow-green at a glance with no more guessing which clients need attention.
Phase 4
Automated Alerts and Response
When a client's health score drops below threshold, the system automatically alerts the AM, the director, and loops in relevant team members. Each alert includes the specific signals detected and suggested next steps to save the account.
KEY TAKEAWAYS & IMPACT
What changed for this business
80%
Of surprise churn now caught early
What used to be a blindside cancellation is now a 6-week early warning. The health scoring system catches the signals that humans miss when they're spread across 160 accounts and 5 different communication channels.
6 wks
Earlier churn detection
The team now sees problems developing 6+ weeks before they would have surfaced as cancellations. That's 6 weeks of runway to intervene, have a conversation, and save the relationship.
160
Clients monitored in real time
Every client account has a live health score that updates after every phone call, email, Slack message, and meeting. The director of account management reviews the full portfolio daily and the team acts on drops immediately.