# 3 AI Implementation Gaps That Limit Subscription Growth > Source: > Published: 2026-07-09 12:00:00+00:00 # 3 AI Implementation Gaps That Limit Subscription Growth By Vasudeva Akula, Forbes Councils MemberSource: [Forbes Innovation](https://www.forbes.com/innovation/)For years, subscription businesses focused on gaining better visibility into customer behavior. The next challenge is determining how to turn that intelligence into actions which actually move the needle at scale. For years, subscription businesses focused on gaining better visibility into customer behavior. The next challenge is determining how to turn that intelligence into actions which actually move the needle at scale. Get AI news in your inbox Daily digest of what matters in AI.