Multi-Family Office — One Analytics Core, Many Mandates
A reusable risk-attribution framework configured per family, with quant capacity on demand.
A multi-family office wants consistent, institutional-grade analytics across very different mandates — without duplicating work or growing an in-house quant team. We would build a reusable risk-attribution framework configured per family, then provide senior quant capacity on demand for onboarding, IC analytics and reviews.
The Challenge
Each family an MFO serves has its own mandate, constraints and reporting expectations, and teams often end up meeting them with bespoke, one-off analysis. That doesn't scale: work gets duplicated across families, methodology drifts between mandates, and quality depends on who happens to build a given report.
Hiring a standing quant team is hard to justify against lumpy, mandate-driven demand. What's needed is one consistent analytical core that can be configured per family, plus senior capacity to call on when volume spikes rather than carry year-round.
The Approach
We would separate the parts that should be common from the parts that must be specific, then support the framework with elastic senior capacity.
1. A common risk-attribution core
We would build a single risk-attribution framework with consistent methodology and outputs, so every family is analysed the same defensible way rather than through ad-hoc spreadsheets.
2. Configured per mandate
The core would be parameterised so each family's benchmarks, constraints and reporting conventions are configuration, not new code — preserving consistency while respecting genuine differences between mandates.
3. Senior capacity on demand
We would provide experienced quant throughput for onboarding new families, IC-cycle analytics and periodic reviews — available when needed and stepped down when not, instead of a fixed headcount.
What we'd deliver
A reusable, per-family-configurable risk-attribution framework with consistent methodology, plus an on-demand senior quant capability for onboarding, IC analytics and reviews — designed to scale with the MFO's roster without scaling its payroll.
The Likely Outcome
The MFO would gain one analytics core it can point at any mandate, ending duplicated work and methodology drift, and a way to absorb demand spikes without hiring ahead of revenue. New families could be onboarded onto the same rigorous framework, and senior quant support would be there for the IC cycle — configured once, reused many times.