Quantitative Modelling
Putting structurearound financialdecisions.
Datatricx builds valuation, capital-allocation, portfolio-construction and risk models for portfolio management, private markets and infrastructure, and private wealth.
What We Model
Begin with the decision.
Build the model around it.
We do not lead with techniques. We begin with the commercial question, identify the decision variables and constraints, and then select the quantitative methods the problem requires.
Valuation
What is the asset, project or financial interest worth—and what drives that value?
Private assets · Infrastructure and project cash flows · Waterfalls · Scenario-dependent value
Capital Allocation
What should receive capital, in what proportion, and within which policy constraints?
SAA and TAA · ALM and LDI · Policy ranges · Project prioritisation · Debt sizing
Portfolio Construction
How should the portfolio be assembled, constrained, implemented and rebalanced?
Optimisation · Diversification · Concentration · Liquidity · Turnover and implementation
Risk Modelling
What could change the outcome, how severe could it be, and how much can be absorbed?
Portfolio risk · Stress testing · Liquidity · Economic capital · Derivatives overlays
How We Work
Commercial language in.
Decision-ready outputs out.
The model is useful only when it represents the real decision faithfully and makes the trade-offs visible to the people responsible for acting on them.
Investment Domains
One modelling discipline.
Three investment contexts.
The capability remains quantitative modelling. The domain determines which institutions, constraints, cash flows and governance requirements the model must represent.
Portfolio
Management
For asset owners, investment committees and portfolio teams.
- Strategic and tactical asset allocation
- ALM and liability-driven investment
- Portfolio construction and risk budgeting
- Liquidity and derivatives overlays
Private Markets
& Infrastructure
For investors, sponsors, lenders, asset owners and public institutions.
- Asset and project valuation
- Project-finance cash flows and capital structure
- Debt capacity and covenant headroom
- Waterfalls, returns and downside cases
Private
Wealth
For family offices, trustees, wealth advisers and multi-asset wealth teams.
- Goals-based capital allocation
- Liquidity and spending sustainability
- Concentrated and private-asset exposures
- Long-horizon and intergenerational scenarios
Datatricx provides the modelling system and analytical evidence. Appointed advisers, fiduciaries and investment committees retain decision responsibility.
Evidence before volume.
Judge the work
by the models.
The Model Library demonstrates how Datatricx approaches financial decision-making in practice—turning assumptions, constraints, uncertainty and dependencies into transparent, testable models and decision-ready outputs.
Explore our Model LibraryDeep expertise. Broad perspective.
Practitioner-led.
Interdisciplinary by design.
We bring together expertise across finance, data analysis, science, statistics, mathematics and software engineering. We understand not only the quantitative methods, but also the context in which they are applied, the problems they are meant to solve and the decisions they are intended to inform.
Meet the teamStart with the decision
Bring us the financial decision.
Share the decision, the existing model or the investment logic you need to quantify. We will respond with an initial view on the analytical structure, information required and a practical next step.
Let’s engage