AI Inference

The era of near-zero marginal cost software is ending. As AI inference turns infrastructure into a consumable product, we are witnessing a critical “margin inversion”—dropping potential profits from the SaaS standard of 80% down to hardware-like levels. This analysis explores the 2025 economics of AI adoption and what executives must do to adapt.