AI Underwriting Moves From Pilot Programmes to Production Pricing
Carriers across motor, home, and pet insurance lines are moving artificial intelligence underwriting capability from experimental pilot programmes into genuine production pricing systems, since early pilot results demonstrated measurable loss ratio improvement that justified expanded deployment across broader policy books nationally. MMA's Q4 2025 primary research found thirty seven percent of carrier premium volume now priced using some form of AI-assisted underwriting model, up meaningfully from a much smaller share three years earlier, as carriers completed the data infrastructure and model validation work needed to trust automated pricing decisions at scale.
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