Controlling AI Sprawl: A Practical Guide for the C-Suite
TechTarget, Thursday, June 4th, 2026
Organizations must govern uncontrolled AI tool proliferation that creates security and compliance risks.
AI sprawl, the uncontrolled accumulation of sanctioned and unsanctioned AI tools across enterprises, poses significant risks including data vulnerabilities, compliance challenges, and redundant costs.
Four key drivers fuel the problem: easy accessibility to AI platforms, decentralized departmental experimentation, fragmented vendor options, and organizational pressure to demonstrate AI innovation.
To combat sprawl, leaders should conduct comprehensive audits to identify all AI systems in use, establish cross-functional AI review boards, maintain centralized inventories of approved tools, and standardize on vetted platforms. Research cited notes that 88% of brands now use AI in at least one operational function, yet most lack centralized governance channels.