Predictive AI in Commercial Auto Cuts Collision Frequency by Up to 60%
Real-time driver behavior data is helping insurers reduce collision frequency, lower severity, and strengthen underwriting decisions before a claim occurs.
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Haag provides professional services to the legal industry, the insurance industry, corporations, manufacturers, government entities, and individuals. Since 1924, our growth has resulted directly from our long-standing commitment to quality while expanding our technical knowledge and services.
Mega Claims Reshape Workers’ Compensation Market in 2026
Higher medical costs, cumulative trauma litigation, and social inflation are driving severity and pressuring reserves, with California signaling a potential market shift.
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Keeping Humans in Control of Predictive Tools
Predictive analytics works best when it supports judgment rather than replacing it. Clear governance, transparency, and practical workflow guardrails help ensure models are used responsibly and consistently. When adjusters understand what a score means and what it does not mean, the tools become a real advantage instead of a black box.
Forecasting Severity in Weather Driven Events
Weather events rarely arrive without warning, but claims operations still get caught flat-footed. By pairing weather data with historical claims outcomes, teams can better forecast where severity will concentrate and what resources will be needed. Adjusters benefit from better staging, clearer expectations, and fewer operational surprises.
Reducing Leakage by Predicting Claim Friction
Many of the most expensive claims follow familiar paths toward dispute, supplement, or prolonged cycle time. Predictive analytics can surface the conditions that increase friction such as documentation gaps, vendor patterns, or scope volatility. Catching those signals early helps adjusters protect accuracy and control cost without sacrificing fairness.
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