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05
DATA INTELLIGENCE

Loss Run Agent

Process historical loss data from multiple formats. Identifies trends, frequency patterns, and severity distributions for risk assessment.

Production Ready
Re/Insurance

The Problem

Underwriters receive loss runs in 50+ different formats from carriers and brokers. Manual normalization of loss dates, descriptions, and amounts takes hours per submission, delaying pricing and creating inconsistent risk assessments.

The Solution

Automated loss run processing that normalizes data from any format, identifies loss patterns, calculates key metrics (frequency, severity, development), and enriches with external data (CAT events, inflation adjustments). Delivers standardized loss analytics in minutes.

Key Benefits

Process loss runs 95% faster than manual

Automatic loss trend and frequency analysis

CAT vs. attritional loss classification

Inflation and development adjustments

Consistent loss metrics across all submissions

Return on Investment

Time Savings
75% reduction in loss run analysis time
Speed Improvement
Same-day pricing vs. 3-day turnaround

Technical Specifications

Input Formats

  • Excel loss runs
  • PDF loss summaries
  • Carrier loss extracts
  • ACORD formats

Output Formats

  • Normalized loss databases
  • Statistical analysis reports
  • Pricing model inputs

Integrations

  • Actuarial systems
  • Pricing models
  • CAT model databases
  • Underwriting platforms

Common Use Cases

01

5-year loss history analysis for renewals

02

CAT event loss identification and trending

03

Large loss frequency analysis

04

Loss development pattern recognition