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Munich Reinsurer

Climate Risk Quantified

Climate & ESG Analytics

The Challenge

A German reinsurer needed to quantify climate transition and physical risk across its €4B property CAT portfolio. Regulatory pressure (EIOPA, BaFin) and investor demands required sophisticated climate scenario analysis that traditional CAT models didn't provide.

The Solution

Deployed Climate Risk Agent to analyze portfolio exposure to physical hazards (flood, wildfire, heat stress) and transition risks (carbon pricing, stranded assets). The system integrates IPCC scenarios, climate projections, and asset-level vulnerability data.

AI Agents Deployed
Climate Risk Agent
ESG Agent
Portfolio Optimization Agent

Implementation

Phase 1: Physical Risk Mapping
6 weeks

Mapped entire property CAT portfolio to climate hazard zones using IPCC RCP scenarios. Analyzed flood, wildfire, windstorm, and heat stress exposure at asset level.

Phase 2: Transition Risk Analysis
5 weeks

Assessed transition risk across industrial and commercial property exposures. Modeled carbon pricing impact, regulatory changes, and technology disruption.

Phase 3: Scenario Integration
4 weeks

Integrated climate scenarios into capital modeling and strategic planning. Created executive dashboards for EIOPA ORSA reporting and investor disclosure.

Results

Risk Quantification
€240M Climate VaR

Quantified €240M in climate-related Value at Risk across portfolio

Portfolio Adjustment
€180M Reallocation

Reallocated €180M in capacity away from highest climate-risk exposures

Regulatory Compliance
100%

Met EIOPA climate stress test and BaFin sustainability requirements

Investor Reporting
TCFD Aligned

Achieved full TCFD compliance with detailed scenario disclosure

"Climate risk is no longer abstract. We now have quantified exposures informing every underwriting and capital decision."

Chief Sustainability Officer
Leading German Reinsurer

Technology Stack

Climate Risk Agent
ESG Agent
IPCC Scenario Engine
Asset-Level Climate Database