Research Note / Allocators
The due diligence a pension fund can run on a quant strategy: mandate fit, record, method, operations and the decision trail a committee and auditor can follow.
- Focus
- Pension fund diligence on quant strategies
- Audience
- Pension funds and allocators
Before investing in a quant strategy, a pension fund needs the same evidence any allocator needs, plus the documentation its own governance requires: a record that can be verified, a model that can be explained, operations that have been reviewed, and a decision trail that a committee and an auditor can follow.
This note sets out the due diligence a pension fund can run on a quant strategy, how the committee process shapes the work, which model questions matter and how a managed account fits. It is general and educational, states no performance figures, is not legal or regulatory advice and is not an offer or solicitation.
Why is a pension fund's diligence different?
A pension fund invests on behalf of beneficiaries and usually reports to a committee or board. That changes the work in three ways. The decision has to be documented well enough to defend later. The people deciding are often generalists who rely on staff and consultants, so the evidence has to be explainable in plain words. Governance rules may limit structures, liquidity or concentration, so fit with the mandate is checked first.
What due diligence should a pension fund perform on a quant strategy?
| Stage | What it asks | Evidence to collect |
|---|---|---|
| Mandate fit | Does the strategy, structure and liquidity fit the policy and the role it should play in the portfolio? | Investment policy, the strategy description, liquidity and structure terms |
| Record | Can the results be traced to sources the manager does not control? | Administrator or audit documents, broker statements, timestamped trade data; backtests kept separate from live results |
| Method | How were the rules chosen, how many variants were tried and which data was held out? | Research notes, a model change log, evidence of out-of-sample testing |
| Implementation | Can the strategy be run at the size intended, with realistic costs? | Capacity analysis with assumptions, execution and cost data |
| Operations | Can the firm run money safely? | Operational review of people, entity, controls, legal terms and infrastructure |
| Risk and fit with the book | What does it add that the portfolio does not hold, and how does it behave in stress? | Exposure analysis, overlap with existing holdings, stress descriptions |
| Decision trail | Can the committee and an auditor follow how the conclusion was reached? | A written diligence report, findings and the manager's responses |
The sequence matters. A strategy that fails mandate fit or the record stage does not need an operational review.
Which model questions matter most?
A quant strategy's edge lives in a model, so a pension fund's staff or consultant should ask how rules were chosen, how many alternatives were tried, which data was never used for fitting, how the model is changed and what happens when live fills differ from the simulation. The quant due diligence questions by strategy type note lists five questions for each major family, and the 38-point forensic framework covers the forensic side.
Ask for the change log of the model. A strategy that has been altered after poor results, without a documented test, is a different strategy from the one that was backtested.
How do operational and legal reviews fit in?
Pension funds commonly run operational due diligence as a separate workstream, led by staff with that expertise. The operational due diligence checklist lists what to request and verify, and the questionnaire template gives a question set. Legal review of the documents runs alongside, with counsel checking that fee and liquidity terms match the pension fund's requirements.
How should the findings be presented to a committee?
- State the role the strategy would play and the size under consideration.
- Summarize the evidence for the record and the method, and say what could not be verified.
- List the operational findings by seriousness, with the manager's response to each.
- Describe the main risks in plain words, including when the strategy should struggle.
- Set out the monitoring plan and the triggers for review. See how to monitor a manager after allocation.
A report that says plainly what was not verified is more useful to a committee than one that implies every box was checked.
Where does a managed account fit?
A separately managed account puts the assets in an account in the investor's name at its own broker, with the manager holding trading authority only. For a pension fund this can simplify custody questions and make positions visible from broker statements. It does not remove the need for the manager review. The investor guide compares the structures.
Where does Qlumina fit?
Qlumina admits a program to the Apex Marketplace only after a quantitative review, an operational review and a live pilot allocation, and the diligence record stays attached to the program. The method is on the quant fund diligence page, and the LP allocator note explains how allocators choose managers. You can browse programs or the Apex Marketplace; program statistics unlock after investor verification. More reading is in all research notes.
Frequently asked questions
What due diligence should a pension fund perform before investing in a quant strategy?
Mandate fit, a verifiable record, the method behind the model, implementation and capacity, an operational review, fit with the existing portfolio, and a written decision trail for the committee.
How is quant strategy due diligence different from other hedge fund diligence?
The edge lives in a model, so the review adds questions on how rules were chosen, how many variants were tried, which data was held out, how the model changes and how live results compare with the simulation.
What evidence should a pension fund ask for on a quant manager's record?
Documents that trace to independent sources, such as administrator or audit records and broker statements, plus timestamped trade data. Backtests should be kept separate from live results.
Who should run operational due diligence for a pension fund?
Many pension funds assign it to staff with operational expertise or to an independent specialist, and the result is reported to the committee with findings and the manager's responses.
Can a pension fund invest in a quant strategy through a separately managed account?
It can where its governance and mandate allow. The account is in the investor's name at its own broker, which can simplify custody and give direct visibility of positions. The manager still has to be reviewed.
Risk and eligibility
Investing involves substantial risk of loss. The value of investments and the income derived from them can fall as well as rise, and investors may not recover the amount originally invested. Past performance is no guarantee of future returns. This note is for professional investors only, is educational, and is not an offer or solicitation of any kind. Qlumina is a BVI FSC approved investment manager. See the risk disclosure.
Apex Marketplace
Professional investors can browse the live programs on the Apex Marketplace. Program statistics unlock after investor verification.
Research notes are published for professional readers. Not an offer or solicitation. Risk disclosure
