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Holding·last review20 Apr 2026

Enterprise-AI decisions in 2026 are made on a citation chain nobody in the chain verifies. The infrastructure gap CIOs face is a verification layer for the claims their procurement runs on — not an information gap. The 88% failure rate in enterprise agentic AI is the predictable output of decision-making on unverified citations, not a capability problem.

Based on 2025-2026 observation of vendor-claim → analyst-note → trade-press → CIO-deck citation chains. Stanford DEL 12/88 bimodal + Gartner 7 Apr 2026 28% I&O pay-off as anchoring evidence. 60-day review cadence with explicit watches on (a) third-party verification infrastructure emerging, (b) RFPs requiring citation-review schedules, (c) our own archive's Weakened-verdict rate.

Published
20 Apr 2026
Last reviewed
20 Apr 2026
Next review
+51d· 19 Jun 2026