Evidence-Based Development Process
Every component of our methodology undergoes extensive backtesting using historical market data from 2018-2024. We don't just build models - we validate them against real market outcomes and continuously refine based on performance analysis.
The South African market presents unique challenges that make it an excellent testing ground for valuation techniques. Currency volatility, commodity exposure, and emerging market dynamics require robust analytical frameworks.
Historical Validation
All models tested against 500+ real valuation cases from 2019-2024, measuring accuracy compared to subsequent market pricing.
Stress Testing Framework
Models evaluated under various market stress scenarios including COVID-19 impact, commodity price shocks, and currency crises.
Practitioner Feedback Integration
Continuous input from working analysts ensures our research addresses practical challenges rather than theoretical problems.
Cross-Market Application
Frameworks tested across developed and emerging markets to ensure broad applicability and robust performance.