When Visual AI Breaks the Workflow: The Costly Mistakes Teams Keep Repeating

A small post‑mortem that should be required reading The demo looked perfect. A handful of polished images, a flashy toggle to swap models, and stakeholders nodding along. Two months later the pipeline creaked: product shots arrived with labels l...