Report by ChatSee.ai
State of enterprise AI failures 2026
4 FINDINGSPublished Jul 29, 2026
View Original Report →Key Findings
Resolution and escalation breakdowns represented 31.1% of observed enterprise AI failures.
Resolution And EscalationEnterprise AIAI Failure
Action and execution failures increased by approximately 62% relative to the Q2 2024 baseline.
Execution FailuresEnterprise AIAI Failure
Hallucination-related failures accounted for less than 10% of observed enterprise AI failure events.
Enterprise AIModel HallucinationAI Failure
Hallucination-related failures declined by approximately 7% relative to the Q2 2024 baseline.
Model HallucinationEnterprise AIAI Failure