Why Work With Us?
We combine deep quantitative expertise with practical implementation skills. Every model we build is designed to stand up to auditors, regulators and boards—not just look good in a presentation.
What We Do
From IFRS 9 compliance to credit risk models and insurance pricing, we deliver technically sound, transparent solutions that your teams can understand and use.
Analytics & Modelling
Build predictive models, segment customers, identify risk patterns and turn your data into actionable intelligence using Python, R and modern ML techniques.
Credit & Market Risk
IFRS 9 ECL models (PD, LGD, EAD), regulatory capital, VaR, stress testing and quantitative risk frameworks that satisfy both auditors and risk committees.
Valuations & Forecasting
Business valuations, cashflow analysis, budgeting and scenario-based forecasting for financial planning, investments and strategic decisions.
Pipelines & Architecture
Design and build scalable data pipelines, warehouses and ETL workflows so your models and dashboards have reliable, clean data to work with.
IFRS 9 & IFRS 17
End-to-end implementation of IFRS 9 ECL frameworks and IFRS 17 support for insurers, with clear documentation that stands up to audit scrutiny.
Pricing & Analytics
Motor, health and general insurance pricing using frequency-severity models, GLMs and machine learning, plus claims analytics and portfolio insights.
Our Approach
We don't just deliver models—we deliver confidence. Here's what makes us different:
Decisions First
We start with the business decision or regulatory requirement, then design models and data flows around it—not the other way around.
Explainable Work
If a board member or auditor can't follow the logic, the model isn't finished. We prioritise clarity, documentation and traceability in everything we build.
Practical Tools
We favor robust, well-calibrated models over flashy solutions that break in production. Our work is built to last and designed for real-world use.
Industries We Serve
Our clients include banks, insurers, micro-lenders, investment firms and corporate finance teams across South Africa and other African markets.
🏦 Banking & Lending
- Credit risk models (PD, LGD, EAD)
- IFRS 9 ECL frameworks
- Scorecard development
- Collections analytics
- Portfolio monitoring
🏥 Insurance
- Motor & health insurance pricing
- Claims analytics & fraud detection
- IFRS 17 implementation support
- Reserving & loss forecasting
- Retention & churn analysis
💼 Corporate Finance
- Business valuations
- Financial modelling & forecasting
- Budgeting & scenario analysis
- Investment appraisals
- Management reporting & BI
Ready to Turn Your Data Into Decisions?
Whether you need IFRS 9 compliance, a credit risk model, insurance pricing or a data pipeline that actually works, we can help. Let's discuss your challenge.
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