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Arc Systems

Arc Systems — Customer Intelligence Platform

2023 Predictive AnalyticsSaaSPythonPostgreSQL
Before Vessel
Arc's customer success team had no early warning system for churn. By the time an account showed signs of risk, the renewal conversation was already difficult. We built a predictive layer that surfaces risk signals 90 days before renewal.
After Vessel

The model trains on 14 behavioural signals: login frequency, feature adoption rate, support ticket sentiment, and eleven others. It produces a daily risk score per account and surfaces the three most influential factors.

In the first quarter, the CS team recovered six accounts that would have churned. ARR protected: $840K.

90d Early warning window
$840K ARR protected (Q1)
14 Behavioural signals