Why redundant requests are driving hidden AI costs

Enterprise AI systems are paying full API costs for identical or near-identical requests processed repeatedly across users and sessions due to stateless architecture design, with 80% of queries in typical SaaS portfolios being redundant and semantic caching offering a practical cost recovery mechanism.

This Wire brief sits within Fusion42's coverage of AI Infrastructure. Wire is Fusion42's founder-focused intelligence feed: each story is connected to the funds and startups it names — every one with a live profile on Raise or Scout — so founders can follow the capital and the momentum behind the headline rather than just the headline itself. Wire analysis is one of the live surfaces Arthur reasons over.