Business Analytics Suite
Customer Intelligence
AI Customer Intelligence Summary
AI analyzed 18.4 million customer interaction records today across Preadmin’s 8,420 enterprise customers. Retention remains healthy at 91.4%, and Mid-Market expansion revenue is tracking 14.8% above forecast this quarter. One anomaly was detected in customer acquisition — sign-up-to-activation conversion dropped 6 points in the Enterprise segment this week. Recommendation: assign the 3 highest-risk Enterprise accounts to a CSM before next billing cycle.
Explain This AI Summary
Model
Churn Prediction v3.2 · Customer Segmentation v1.9 (ensembled over 18.4M interaction records)
Data Sources
Billing history, product usage telemetry, support ticket sentiment, and CSM notes across 8,420 enterprise customer accounts, synced within the last 24 hours.
Why 94.2% confidence
Churn Prediction v3.2 scored an AUC of 0.94 on the trailing 90-day validation set, and the acquisition anomaly was confirmed independently across three regional cohorts.
Recommendation Rationale
Accounts with a churn score above 70% and no CSM contact in 30 days retained at only 41% historically, versus 88% when a CSM engaged within 7 days of the flag — early assignment materially changes outcomes.
Enterprise Customers
8,420
Monthly Revenue
$28.4M
Business Health Score
96.4
At-Risk Accounts
146
Customer Segmentation
8,420 customers · Customer Segmentation v1.9
Enterprise
1,010
$19.3M · 68% rev.
Mid-Market
2,530
$6.8M · 24% rev.
SMB
4,880
$2.3M · 8% rev.
Geographic Distribution
Customers by region · 14 global regions
Active Countries
34
Newest Region
Middle East
Customer Journey Map
Lifecycle dependency graphPath from first touch to renewal, with the at-risk branch peeling off at Active Use
Awareness
842K reached
Trial
62.4K started
Onboarding
31.8K completed
Active Use
27.4K engaged
Expansion / Renewal
25.0K retained
At-Risk / Churn
2.4K flagged · 146 critical
Retention Cohort Matrix
Darker = higher retentionPercentage of each acquisition cohort still active, by month since acquisition
| Cohort | M0 | M1 | M2 | M3 | M4 | M5 | M6 |
|---|
Churn-Risk Watchlist
Accounts flagged by Churn Prediction v3.2
| Account | Segment | Risk Score | Last Activity | Action |
|---|
Top Customers by Lifetime Value
Customer Satisfaction
NPS
67
CSAT
4.6/5
Retention
91.4%
Customer Activity Timeline
Sarah Chen assigned Meridian Logistics to CSM outreach queue
2 hours ago
Cascade Health Systems flagged for churn outreach
5 hours ago
Marcus Lee reviewed 842 new signups this week
1 day ago
Customer Reports
View all reports| Report | Segment | Created | Actions |
|---|---|---|---|
| Churn Risk Assessment | Enterprise | Yesterday | |
| Customer Segmentation Study | All Segments | 4 days ago |