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IMOs are shifting override grids from premium volume to margin: a target 15% to 20% new versus renewal gap beats the 11% to 12% industry average in 2026.
23 states and Washington, D.C. adopted the NAIC AI Model Bulletin by late 2025; over half of U.S. states now expect written AI governance from agencies.
IMO override benchmarks: 80% to 85% starting comp, a $100 per $1,000 premium spread, and the 60-day window that protects overrides from attrition.
AI search drives under 1% of referral traffic in 2025 per BrightEdge, while Anthropic's and OpenAI's 2026 IPO filings show how fast that could shift.
Life insurance agencies see 3 to 6x AI ROI within a year, per Blue Prism, but only 25% hit expected returns without consolidating SaaS licenses first.
Only 10.8% of top agencies use tiered commissions, yet McKinsey urges 25% to 40% tier jumps: the override math IMOs need before rollout.