# Quant Research Reliability Audit

## Pilot scope

The pilot is designed for small quantitative, proprietary trading, digital-asset, and financial-technology teams that need an independent evidence check before allocating more engineering time or capital.

### Input

- one strategy export;
- up to 250,000 one-trade-per-row records;
- an equity curve or return series when available;
- experiment configuration and cost assumptions when available.

### Checks

- required-field and type validation;
- duplicate trade identifiers;
- entry and exit chronology;
- finite numeric values;
- return-identity reconciliation;
- missing-evidence classification;
- deterministic reason codes;
- reproducible evidence manifest with SHA-256 digests.

### Deliverables

- executive finding summary;
- machine-readable audit report;
- PASS, FAIL, or UNKNOWN verdict by evidence category;
- prioritized remediation list;
- reproducible evidence bundle.

## Commercial terms

| Service | Scope | Delivery | Price |
|---|---|---:|---:|
| Pilot Audit | One strategy, up to 250,000 trade rows | 5 business days | USD 500 |
| Full Research Audit | Up to five strategies, expanded stability review | 10 business days | From USD 5,000 |
| CI Reliability Gate | Repository integration and repeatable evidence checks | Scoped proposal | From USD 12,000 |

The first step is a short data-contract review. Work begins only after scope, confidentiality, input format, and responsibility boundaries are agreed in writing.

## Boundary

This is software and research-engineering verification. It is not investment advice, a signal service, discretionary management, a performance guarantee, or authorization to trade.

All public examples use synthetic data. Private client material is not added to this repository or to the public demonstration site.

## Contact

Email: [fininfra.ryu@gmail.com](mailto:fininfra.ryu@gmail.com?subject=Quant%20Research%20Reliability%20Audit)