Churn Prediction Guide An independent guide to churn prediction: the signals and thresholds behind a ranking, the tools that sell one, and an open-source scan you run on your own systems. https://churnpredictionguide.com/ 2026-11-01T00:00:00Z Churn Prediction Guide Open source churn prediction that names the account to call https://churnpredictionguide.com/ 2026-11-01T00:00:00Z Churn prediction scores are only useful when they name the reason and the next step. Compare five tools, including an open source scan you run yourself. Churn prediction scores accounts on usage, support and billing signals, so a team acts before a renewal is lost. A score alone changes nothing until someone knows who to call. Churn prediction: what it measures, and how an open-source scan runs https://churnpredictionguide.com/what-is-churn-prediction 2026-11-01T00:00:00Z Churn prediction ranks accounts by evidence already in usage, support and billing. A plain definition, the thresholds, and an open-source way to run it. Churn prediction ranks your accounts by how likely each one is to leave, using evidence that already sits in three systems: product usage, support and billing. The ranking is a short list for a person to act on. Kortix is the open-source CompanyOS, and it can read those systems on a schedule. Churn signals: why an open-source scan needs three systems https://churnpredictionguide.com/churn-signals 2026-11-01T00:00:00Z A churn signal is a guess until two systems agree. See the 20% usage drop, 14-day dormancy, support and billing rules an open-source agent reads daily. Churn signals are behavior changes that come before an account cancels. One on its own is noise; the accounts worth calling are where two or three agree. Kortix is the open-source CompanyOS: your agents, their skills, your company memory, and every connector in one git repo you own, with the agents working on real cloud computers. What a churn prediction model misses, and what an open-source scan shows https://churnpredictionguide.com/churn-prediction-model 2026-11-01T00:00:00Z A churn prediction model scores accounts by probability; an open-source rule set scores them by reason and next step, so the choice turns on your base. A churn prediction model turns past cancellations into a probability for each current account. Kortix is the open-source CompanyOS: your agents, their skills, your company memory, and every connector in one git repo you own, with the agents working on real cloud computers. Open source churn prediction tools, and the column most buyers skip https://churnpredictionguide.com/churn-prediction-tools 2026-11-01T00:00:00Z Churn prediction tools differ on the systems they can read and what they hand back at 06:00. Compare five, including an open source scan you run. Churn prediction tools differ less on the probability they quote than on the systems they read and what they hand back at 06:00. Kortix is the open-source CompanyOS: your agents, their skills, your company memory, and every connector in one git repo you own, with the agents working on real cloud computers. Open-source churn prediction agents: what a 06:00 scan changes https://churnpredictionguide.com/ai-churn-prediction-agent 2026-11-01T00:00:00Z A churn prediction agent earns its keep by running the same read-only scan each morning and posting the result where the team already works. An AI churn prediction agent reads usage, support and billing signals and posts the accounts worth calling each morning. Kortix is the open-source CompanyOS: your agents, their skills, your company memory, and every connector in one git repo you own, with the agents working on real cloud computers. The habit matters more than the model. Self-hosted churn prediction: an open-source scan that keeps the join key https://churnpredictionguide.com/self-hosted-churn-prediction 2026-11-01T00:00:00Z Self-hosting a churn scan moves the credentials and the rules, not the customer records: three topologies and what an open-source scan needs. A self-hosted churn tool moves the compute and the credentials; the join key between usage, support and billing is what changes hands. Kortix is the open-source CompanyOS: your agents, their skills, your company memory, and every connector in one git repo you own, with the agents working on real cloud computers. Open source churn risk scoring: thresholds a team can argue with https://churnpredictionguide.com/churn-risk-scoring 2026-11-01T00:00:00Z Churn risk scoring ranks accounts on usage, support and billing, and the open-source rule set behind it lets a team argue with each threshold. Churn risk scoring turns readings from usage, support and billing into one ranked list, and each threshold behind the rank has to be one a person can defend. Kortix is the open-source CompanyOS: your agents, their skills, your company memory, and every connector in one git repo you own, with the agents working on real cloud computers.