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Churn and the ‘Did the AI Actually Work’ Risk | Customer Success in the AI Age - SaaStr AI University

Why a falling eval pass rate is the new churn signal, and how daily output review predicts renewal.

Churn and the ‘Did the AI Actually Work’ Risk - a free lesson in Customer Success in the AI Age at SaaStr AI University.
Why a falling eval pass rate is the new churn signal, and how daily output review predicts renewal.
Key takeaways:
• The renewal question in AI is ‘did it work in production,’ not ‘did they log in.’
• A falling eval pass rate is an early churn signal even when usage looks healthy.
• Stickiness comes from depth: once a customer loads their context and playbooks, you become hard-to-replace infrastructure.
Part of the free, self-paced Customer Success in the AI Age course: https://saastr.ai/university/customer-success-ai

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