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Predictive AI in Commercial Auto Cuts Collision Frequency by Up to 60% (Insurance Thought Leadership)

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.

Nationwide Multi-line Insurance Claims Adjusting and Investigation Services

Nationwide Multi-line Insurance Claims Adjusting and Investigation Services

We offer frustration-free customer service with complete, accurate and on-time reports. For more than twenty years we have provided automobile, general and professional liability, property, transportation, and fraud claims investigations.

Mega Claims Reshape Workers’ Compensation Market in 2026 (CLM)

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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  STORM WATCH Tracking 695 total watches, warnings and advisories across 492 counties in 24 states. (Updated: 2/12/2026 11:34:36 AM EST)

  Recent Alerts & Warnings

Chenango County, NY Expected Moderate Observed

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24-Hour Severe Weather Outlook
Keeping Humans in Control of Predictive Tools

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

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

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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Aspen Claims Service New York, NY 
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Hancock Claims Consultants
Nationwide Overspray