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AI Apps Win by Owning the Workflow

The article argues that AI application companies such as LibTV, Flova, and Lovart can create durable value by organizing models, workflows, data, collaboration, and distribution around real user outcomes. Model capability is becoming commoditized, while workflow ownership, task definition, model orchestration, and outcome data are emerging as stronger moats.