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Wiz Report: 81% of Cloud Environments Now Run AI Services

June 15, 2026 at 11:06 EDT

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Cloud security firm Wiz's research arm has released its annual "State of AI in the Cloud 2026" report, finding that 81% of observed cloud environments use managed AI services and 90% run self-hosted AI software. The company plans a webinar on June 16, 2026 to break down the key findings.

State of AI in the Cloud 2026 · Wiz Research

AI Is No Longer a Tool — It's Cloud Infrastructure

Across hundreds of thousands of real cloud environments, 90% now run self-hosted AI software. Wiz calls 2025 "the year of experimentation" and 2026 "the year of integration" — shifting security from model protection to governing an entire distributed ecosystem.

90%

run self-hosted AI software

81%

use managed AI services

80%

do "vibe coding" via AI IDE extensions

How deeply AI is embedded

Observed share of environments — all figures are lower-bound estimates.

90%

81%

80%

71%

63%

57%

Self-hosted AI software

Managed AI services

AI IDE extensions

MCP servers

AI coding assistant

Self-hosted models

Self-hosted agents

The supply chain is the new attack surface

Among organizations running self-hosted models, exposure flows through third-party and transitive components.

68%

ingest models via third-party software

18%

rely solely on transitive components

~20%

show systemic weaknesses from AI-generated code defaults

The recommendation

Treat AI as first-class cloud infrastructure — governing the entire supply chain of agents, dependencies and AI-generated code, not just the model.

The caveat

All figures are lower-bound estimates; reproducibility in individual environments requires verification. Attackers are also adopting AI for reconnaissance and exploits.

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