An anti-AI march in London highlighted the disconnect between corporate promises and actual revenue. Many firms deploy generative AI without a clear path to monetization. This gap persists as companies prioritize rapid deployment over sustainable business models. Practitioners must now prove a direct link between model implementation and bottom-line growth to justify continued spending.