The Renewal Segmentation Model That Actually Reduced Churn

Most renewal playbooks are built around a single variable: days until contract end. That's a scheduling model, not a retention strategy. It treats a low-risk, high-value account the same as a high-risk, low-value one, and neither gets what it actually needs.

We rebuilt ours around two variables, account value and churn risk, and landed on three touch tiers: strategic touch starting at 180 days out for high-value accounts, mid-touch at 90 days for the broad middle, and a lighter tech-touch sequence at 45 days for low-risk, low-touch accounts.

The unlock wasn't the tiering itself, it was getting client services, sales, and marketing to agree on what 'risk' meant before we built the model. Once that definition was shared, the segmentation did the rest.