LONDON – November 05, 2026 -- The market for software that approves, constrains and evidences enterprise AI use will grow from $3.6 billion in 2027 to $12.5 billion by 2030, a 51% CAGR, according to a Special Report from AI Markets Group (AIMG).
Enforcement, not policy, is now the constraint on enterprise AI
While 98% of organizations maintain AI data-access policies, 86% of IT leaders saw AI tools or agents access sensitive data beyond their intended scope last year. The report's headline figures point the same way: 96.5% of large US public companies have adopted AI governance policies, yet 46.3% of senior AI executives report bypasses.
"Governance is becoming a control plane, and vendors that own the enforcement points will capture most of the value," said AIMG Chair Peyman Mestchian.
Embedded offerings take most of the spend, with stand-alone platforms at $1.57 billion
Stand-alone AI governance platforms reach $1.57 billion by 2030. The remainder of the market is bought inside hyperscaler, security and identity platforms.
Agent governance and non-human identity is the fastest-growing segment, at 81% a year. For Global 2000 firms that adopt these tools, spend per enterprise rises from $1.5 million in 2027 to $3.4 million by 2030.
EU Digital Omnibus pushes high-risk deadlines to December 2027 and August 2028
The EU Digital Omnibus delayed the high-risk deadlines but did not remove them, so regulation still sets the timing for buyers. AIMG advises companies to link a single AI inventory to runtime guardrails and agent identity before the 2027 EU deadlines.
AIMG expects most stand-alone specialists to be acquired or merged by 2028
The AIMG AI LeaderMap ranks 36 vendors. Microsoft leads, followed by Databricks, Salesforce, Google, Palo Alto Networks and ServiceNow. Credo AI reaches the Frontier band.