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Alison.ai is pushing creative validation upstream, using computer vision and predictive scoring to help brands assess video ads earlier and improve performance before campaigns launch.
Video now drives public accountability and viral outrage alike. But bias, editing, delays and AI mean even powerful evidence needs scrutiny.