The True Cost of Multi-Silo Disasters

Published: 4/19/2026

Studies now put AI failure rates between roughly 75–95%, with most initiatives never reaching production, and the root causes are overwhelmingly organizational and ecosystem-related rather than model performance.

Most enterprises trying to “do AI” across multiple clouds with multiple partners end up with stalled pilots, stranded spend, and brittle integrations rather than scaled business outcomes. Studies now put AI failure rates between roughly 75–95%, with most initiatives never reaching production, and the root causes are overwhelmingly organizational and ecosystem-related rather than model performance.What multi‑silo disasters look likeIn a typical multi‑cloud, multi‑partner scenario, each hyperscale...