AI in 2026 is genuinely useful for gym owners, but the marketing language around it is well ahead of the reality. The capabilities that work today are narrow and specific: drafting communication, surfacing patterns in data, helping with programming notes, and predicting which members are about to quit. The capabilities being pitched but not delivered include autonomous member service, real-time form analysis, and full marketing automation that doesn't need human review.