A London anti-AI march flyer highlighted the disconnect between model deployment and actual revenue. Many firms deploy generative AI without a clear path to monetization. This gap creates a bubble of inflated expectations. Practitioners must prioritize concrete ROI over experimental deployments to avoid the inevitable correction in enterprise spending.