Framework Purpose
A compelling backtested track record and an impressive pitch deck are trivial to manufacture. True institutional viability demands forensic verification of the underlying computational, statistical, and legal infrastructure. This framework establishes the 38 explicit audit points required before allocating capital to any quantitative or AI-powered strategy.
Pillar I: Market Data Provenance & Microstructure
- 01Exchange-direct Level-2/3 tick feeds vs. smoothed synthetic aggregator candles
- 02Survivorship and delisting bias elimination across historical universes
- 03Microsecond clock synchronization (PTP/IEEE 1588) to prevent timestamp arbitrage
- 04Zero-synthetic depth: simulated fills against true resting queue volume
- 05Corporate actions and futures roll adjustment without basis distortion
- 06Verification of short borrow availability and locate costs at trade timestamp
Pillar II: Overfitting, Alpha Decay & Backtest Forensics
- 07Strict physical and logical air-gap for blind out-of-sample data (2001–2019)
- 08Deflated Sharpe Ratio (DSR) calculation adjusting for total trial path count
- 09Combinatorial Purged Cross-Validation (CPCV) with embargoes on serial correlation
- 10Synthetic placebo controls: performance collapse on phase-scrambled white noise
- 11Parameter sensitivity convexity across ±25% neighborhood boundaries
- 12Historical dislocation stress-testing (2008 Lehman, 2015 SNB, 2020 COVID)
- 13Target metric alignment to economic Sharpe/Calmar rather than secondary loss functions
Pillar III: Execution Architecture & Latency Modeling
- 13Deterministic C++/Rust state-machine execution vs. interpreted script lag
- 14Multi-session redundant FIX 4.4/5.0 connectivity to prime broker gateways
- 15Hardware Cancel-on-Disconnect (COD) purging resting orders within ≤ 50 ms
- 16Order-book queue priority and adverse selection modeling on passive fills
- 17Non-linear slippage functions as a convex power-law of instantaneous depth
- 18Physical co-location and cross-connect proximity verification (LD4, NY4, Aurora)
Pillar IV: Capacity Constraints & Portfolio Sizing
- 19Mathematically verified AUM capacity ceiling before market impact destroys alpha
- 20Dynamic Calmar-weighted portfolio scaling across multi-strategy sleeves
- 21Correlation convergence stress-testing during broad market liquidity shocks
- 22Margin denominator accuracy: returns calculated net of true borrowing drag
- 23Annualized turnover and fee drag analysis against gross returns
- 24Strategy crowding estimation and alpha decay velocity modeling
Pillar V: Autonomous Risk Systems & Circuit Breakers
- 25Automated hardware circuit breakers severing connectivity at max drawdown
- 26Real-time parametric and historical VaR limits evaluated at pre-trade stage
- 27Factor exposure neutrality: isolating true idiosyncratic alpha from beta carry
- 28Strict written human intervention invariants and immutable override logs
- 29Liquidity horizon modeling: days to liquidate 100% of book under 200 bps impact
- 30Multi-prime cash and collateral diversification eliminating single-point failure
Pillar VI: Governance, Custody & Regulatory Architecture
- 31Statutory regulatory licensing (BVI FSC Approved Investment Manager)
- 32Independent third-party fund administration calculating official NAV
- 33External statutory audit by accredited international accounting firms
- 34Bankruptcy-remote segregated custody accounts with Tier-1 prime brokers
- 35Verified GLEIF Legal Entity Identifier (LEI) for global trade reporting
- 36FATF-standard AML/CFT source-of-funds verification protocols
- 37Geographically distributed redundant hot-sites with ≤ 60s failover recovery
Allocator Scoring Matrix
| Tier | Score | Institutional Recommendation |
|---|---|---|
| Tier 1 (Institutional Sovereign) | 35–38 Points | Approved for multi-million sovereign / SFO allocation. Full deterministic controls verified. |
| Tier 2 (Emerging Institutional) | 28–34 Points | Conditional approval subject to remediating minor operational or connectivity gaps. |
| Tier 3 (Sub-Institutional / Fragile) | 20–27 Points | High operational risk. Not suitable for institutional capital until infrastructure is rebuilt. |
| Tier 4 (Disqualified) | < 20 Points | Reject immediately. High probability of catastrophic drawdown, curvefitting, or state desync. |
Review Qlumina's Forensic Diligence Audit
Qlumina strategies are engineered to pass all 38 points of this framework without exception. Qualified single-family offices and allocators are invited to examine our data room.
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