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Applied AI·July 17, 2026·1 min read

Enterprise AI has a trust problem, and guarantees are how we fix it

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The bar is moving from “best-effort AI” to contractual guarantees on accuracy, uptime, and liability — that’s a margin and risk shift for vendors and a procurement lever for buyers. If you’re buying AI, start asking for specific SLAs and remediation terms tied to model failures, not generic assurances.

Applied AI

Sources: Dave Brown, outgoing SVP of AWS Compute, AI, and Platform, will join Meta in the coming weeks; he will work on the company's data center build-out

A top AWS compute and AI exec moving to lead Meta’s data center build-out underlines how central custom infra is to consumer AI strategies. If you’re a heavy AI user, expect your vendors to look more like vertically integrated infra companies — and revisit how much of that stack you want to own versus rent.