Turning complex data into practical, transparent outcomes
At Arocha & Associates GmbH, we believe that analytics must demonstrate value through clear, well-documented results. Our case studies showcase how actuarial precision, statistical rigor, and professional communication combine to create measurable business and regulatory outcomes.
Each engagement is documented following the principles of professional actuarial communication — as emphasized in ASOP 41 — ensuring transparency, reproducibility, and accountability at every stage.
Illustrative Examples
Motor Insurance Pricing
Development of GLM and GBM models for pricing and segmentation, with a focus on fairness and interpretability across driver demographics.
Climate Scenario Analysis
Integration of physical and transition risk metrics into capital projections, enabling quantitative alignment with climate disclosure frameworks.
Portfolio Risk Benchmarking
Construction of portfolio-level indicators and dashboards linking solvency, profitability, and sustainability objectives across multiple markets.
Our Process
Each case study follows a consistent analytical process — from defining the problem and structuring the data to validating, communicating, and documenting the results. This ensures that every outcome is replicable, comprehensible, and professionally communicated.
- Clear formulation of business or regulatory objectives
- Transparent modeling, validation, and peer review
- Documented communication aligned with actuarial reporting standards
Why Choose A&A
- Demonstrated success across insurance, finance, and climate-risk projects
- Independent, data-driven methodologies grounded in actuarial principles
- Commitment to transparency and documentation throughout each engagement
Typical Insights Delivered
- Enhanced pricing accuracy and market segmentation
- Quantified financial impact of climate scenarios
- Improved governance and communication around data models
- Evidence-based recommendations for strategic decision-making
Ready to Talk?
Every case study begins with a question. Whether you want to validate an existing model, explore machine-learning opportunities, or enhance your firm’s actuarial reporting, A&A can help you turn analytical results into actionable insight.