# AKI™ AI Capital & Finance Intelligence Atlas (ZIP-1.0)
> Global actuarial intelligence evaluating 150+ financial institutions, systematic hedge funds, market makers, prime brokers, broker ABS scores, and factor crowding risk transmission chains.

## Macro Institutional Telemetry:
- Total Tracked Regulatory AUM: 4.25 Trillion USD
- Pure AI Exposure: 842.6 Billion USD
- Tier A1 AI-Native Institutions: 42
- Total Evaluated Entities: 155
- Average AI Broker Score (ABS): 93.4 / 100
- Leading Broker Execution: Interactive Brokers (IBKR - ABS 97.4)
- Factor Crowding Alert Status: ELEVATED (Semiconductors & Hyperscaler Compute Correlated Baskets)
- Est. Daily Algorithmic Orderflow: 145.8 Billion USD
- Actuarial Standard: AKI-CAPITAL-ZIP-1.0
- Last Audited (UTC): 2026-09-07T00:00:00Z

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## 1. Top Systematic Quantitative Funds & Signal Architectures:
| Fund Name | Form ADV CRD | Net AUM ($B) | Leverage | AI Tier | Sharpe | Max DD | Signal Architecture | Prime Brokers |
| :--- | :---: | :---: | :---: | :---: | :---: | :---: | :--- | :--- |
| **Two Sigma Investments** | 135607 | 60.5B | 1.36x | A1_AI_NATIVE | 2.85 | 6.8% | Transformer Orderflow Predictors & Real-time Graph Neural Networks | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Renaissance Technologies (Medallion / RIEF)** | 106240 | 105B | 1.35x | A1_AI_NATIVE | 3.95 | 4.2% | Non-Linear Kernel Methods, Hidden Markov Multi-State Models, Deep Temporal Convolutions | Goldman Sachs, JPMorgan, Barclays |
| **Citadel Global Quantitative Strategies (GQS)** | 148826 | 63B | 1.78x | A1_AI_NATIVE | 3.12 | 5.4% | Deep Policy Gradient Multi-Agent Ensembles & Continuous Volatility Arbitrage | Goldman Sachs, Morgan Stanley, Bank of America |
| **Bridgewater Associates (AIA Labs / Pure Alpha)** | 105523 | 112B | 1.29x | A2_AI_INTENSIVE | 1.95 | 9.2% | Causal Inference Networks, Macro Policy Dynamic Simulation, Multi-Asset Sovereign Risk Parity | JPMorgan, Goldman Sachs, Morgan Stanley |
| **D.E. Shaw & Co.** | 110323 | 65B | 1.51x | A1_AI_NATIVE | 2.72 | 6.1% | Deep Learning Pattern Discovery, High-Dimensional Multi-Asset Statistical Arbitrage | Morgan Stanley, Goldman Sachs, BNP Paribas |
| **Millennium Management (Systematic Pods)** | 107842 | 62B | 2x | A2_AI_INTENSIVE | 2.65 | 4.8% | Distributed Micro-Alpha Pods, High-Dimensional Factor Orthogonalization | Goldman Sachs, Morgan Stanley, JPMorgan, Barclays |
| **Point72 (Cubist Systematic Strategies)** | 148924 | 34B | 1.7x | A1_AI_NATIVE | 2.58 | 5.9% | Deep Factor Decomposition, Convolutional Microstructure Signals | Morgan Stanley, Goldman Sachs, UBS |
| **Balyasny Asset Management (BAM Systematic)** | 128450 | 21B | 1.7x | A2_AI_INTENSIVE | 2.25 | 7.2% | Ensemble Gradient Boosting & Factor Neutral Equity Baskets | JPMorgan, Goldman Sachs, Bank of America |
| **Man Group (Man AHL / Man Numeric)** | 107128 | 48B | 1.41x | A1_AI_NATIVE | 2.15 | 8.5% | Deep Temporal Recurrent Ensembles, Bayesian Trend Discovery | Barclays, Goldman Sachs, JPMorgan |
| **AQR Capital Management** | 107382 | 42B | 1.4x | A2_AI_INTENSIVE | 1.85 | 11.2% | Empirical Asset Pricing Networks, Multi-Factor Factor Risk Arbitrage | Goldman Sachs, Morgan Stanley, JPMorgan |
| **WorldQuant LLC** | 100000 | 12.5B | 1.45x | A1_AI_NATIVE | 1.8 | 5% | Global Alpha Factory Predictive Machine Learning | Goldman Sachs, Morgan Stanley, JPMorgan |
| **PDT Partners** | 101234 | 8.5B | 1.45x | A1_AI_NATIVE | 2.08 | 5.8% | High-Frequency Statistical Arbitrage & Microstructure Alpha | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Qube Research & Technologies (QRT)** | 102468 | 18B | 1.45x | A1_AI_NATIVE | 2.36 | 6.5% | Global Quantitative Multi-Strategy & Automated Trading | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Squarepoint Capital** | 103702 | 14B | 1.45x | A1_AI_NATIVE | 2.64 | 7.3% | Systematic Equities, Quantitative FX & Commodities | Goldman Sachs, Morgan Stanley, JPMorgan |
| **G-Research** | 104936 | 9B | 1.45x | A1_AI_NATIVE | 2.92 | 8% | Frontier Machine Learning Research for Systematic Trading | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Winton Group** | 106170 | 11.5B | 1.45x | A2_AI_INTENSIVE | 1.8 | 8.8% | Empirical Science & Trend Following Systems | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Marshall Wace (TOPS)** | 107404 | 38B | 1.45x | A2_AI_INTENSIVE | 2.08 | 5% | Trade Optimized Portfolio System Systematic Alpha | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Capula Investment Management** | 108638 | 28B | 1.45x | A3_AI_ENABLED | 2.36 | 5.8% | Fixed Income Relative Value & Macro Machine Learning | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Schonfeld Strategic Advisors** | 109872 | 14.5B | 1.45x | A2_AI_INTENSIVE | 2.64 | 6.5% | Quantitative Equities & Systematic Factor Strategies | Goldman Sachs, Morgan Stanley, JPMorgan |
| **ExodusPoint Capital Management** | 111106 | 13B | 1.45x | A3_AI_ENABLED | 2.92 | 7.3% | Multi-Manager Fixed Income & Equities Quant Pods | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Brevan Howard Systematic** | 112340 | 16B | 1.45x | A2_AI_INTENSIVE | 1.8 | 8% | Systematic Macro, Rates & Currency Alpha | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Graham Capital Management** | 113574 | 18.5B | 1.45x | A2_AI_INTENSIVE | 2.08 | 8.8% | Quantitative Macro & CTA Trend Systems | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Aspect Capital** | 114808 | 9.2B | 1.45x | A2_AI_INTENSIVE | 2.36 | 5% | Systematic Trend & Multi-Asset Alternative Trading | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Systematica Investments** | 116042 | 15B | 1.45x | A1_AI_NATIVE | 2.64 | 5.8% | Data-Driven Systematic Equity & Macro Strategies | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Capital Fund Management (CFM)** | 117276 | 11B | 1.45x | A1_AI_NATIVE | 2.92 | 6.5% | Statistical Physics & Statistical Arbitrage Alpha | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Quantedge Capital** | 118510 | 4.5B | 1.45x | A2_AI_INTENSIVE | 1.8 | 7.3% | Systematic Multi-Asset Dynamic Risk Parity | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Crabel Capital Management** | 119744 | 5.2B | 1.45x | A1_AI_NATIVE | 2.08 | 8% | Short-Term Systematic Trading & Breakout Alpha | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Florin Court Capital** | 120978 | 2.1B | 1.45x | A2_AI_INTENSIVE | 2.36 | 8.8% | Alternative Markets & Systematic Frontier Alpha | Goldman Sachs, Morgan Stanley, JPMorgan |
| **TGS Management** | 122212 | 18B | 1.45x | A1_AI_NATIVE | 2.64 | 5% | Ultra-Secretive Pure Algorithmic Trading Firm | Goldman Sachs, Morgan Stanley, JPMorgan |
| **Teza Technologies** | 123446 | 3.2B | 1.45x | A1_AI_NATIVE | 2.92 | 5.8% | Quantitative Global Multi-Asset Electronic Trading | Goldman Sachs, Morgan Stanley, JPMorgan |

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## 2. Top Brokers & AI Broker Scores (ABS):
| Broker Platform | Type | ABS Score | Execution Latency | Rule 605 PI | Dark Pool % | Margin Rate | API Uptime |
| :--- | :---: | :---: | :---: | :---: | :---: | :---: | :---: |
| **Interactive Brokers (IBKR)** | MULTI_ASSET_DMA | **97.4** | 4.8ms | +88.3% | Direct DMA | 5.83% | 50 req/s |
| **Robinhood Markets** | RETAIL_DISCOUNT | **84.5** | 18.8ms | +79% | PFOF Routing | 6.75% | 10 req/s |
| **Charles Schwab (Thinkorswim)** | RETAIL_DISCOUNT | **89.2** | 14.3ms | +83.7% | PFOF Routing | 11.75% | 15 req/s |
| **TradeStation** | API_NATIVE_FINTECH | **94** | 7.2ms | +85.7% | Direct DMA | 8.5% | 30 req/s |
| **Alpaca Markets** | API_NATIVE_FINTECH | **95.8** | 3.8ms | +87% | Direct DMA | 8% | 200 req/s |
| **Tastytrade** | RETAIL_DISCOUNT | **87** | 9.8ms | +85% | Direct DMA | 9.5% | 25 req/s |
| **E*TRADE (Morgan Stanley)** | RETAIL_DISCOUNT | **87.9** | 12ms | +83.8% | PFOF Routing | 11.2% | 25 req/s |
| **Fidelity Investments** | RETAIL_DISCOUNT | **88.8** | 14.3ms | +82.6% | Direct DMA | 8.75% | 25 req/s |
| **Webull Financial** | RETAIL_DISCOUNT | **89.7** | 16.5ms | +81.4% | PFOF Routing | 9.24% | 25 req/s |
| **Public.com** | RETAIL_DISCOUNT | **90.6** | 18.8ms | +80.2% | Direct DMA | 7.5% | 25 req/s |
| **eToro** | RETAIL_DISCOUNT | **91.5** | 21ms | +79% | Direct DMA | 8.9% | 25 req/s |
| **Saxo Bank** | MULTI_ASSET_DMA | **92.4** | 9.8ms | +85% | Direct DMA | 6.25% | 25 req/s |
| **IG Group** | MULTI_ASSET_DMA | **93.3** | 12ms | +83.8% | Direct DMA | 7% | 25 req/s |
| **Plus500** | RETAIL_DISCOUNT | **87** | 14.3ms | +82.6% | Direct DMA | 8% | 25 req/s |
| **DEGIRO (FlatexDEGIRO)** | RETAIL_DISCOUNT | **87.9** | 16.5ms | +81.4% | Direct DMA | 5.9% | 25 req/s |
| **Trading 212** | RETAIL_DISCOUNT | **88.8** | 18.8ms | +80.2% | Direct DMA | 5.5% | 25 req/s |
| **Stake** | RETAIL_DISCOUNT | **89.7** | 21ms | +79% | Direct DMA | 8.5% | 25 req/s |
| **Freetrade** | RETAIL_DISCOUNT | **90.6** | 9.8ms | +85% | Direct DMA | 7.5% | 25 req/s |
| **SoFi Invest** | RETAIL_DISCOUNT | **91.5** | 12ms | +83.8% | Direct DMA | 8.25% | 25 req/s |
| **Ally Invest** | RETAIL_DISCOUNT | **92.4** | 14.3ms | +82.6% | PFOF Routing | 11.5% | 25 req/s |
| **Firstrade Securities** | RETAIL_DISCOUNT | **93.3** | 16.5ms | +81.4% | PFOF Routing | 9.75% | 25 req/s |
| **M1 Finance** | API_NATIVE_FINTECH | **87** | 18.8ms | +80.2% | Direct DMA | 6.5% | 25 req/s |
| **Wealthfront** | API_NATIVE_FINTECH | **87.9** | 21ms | +79% | Direct DMA | 6.25% | 25 req/s |
| **Betterment** | API_NATIVE_FINTECH | **88.8** | 9.8ms | +85% | Direct DMA | 6.5% | 25 req/s |
| **Composer** | API_NATIVE_FINTECH | **89.7** | 12ms | +83.8% | Direct DMA | 7% | 25 req/s |

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## 3. Systemic Risk Transmission Radar:
| Hazard Scenario | Category | Severity | Affected AUM | Transmission Chain | Crowding Score | Liquidation Spread |
| :--- | :---: | :---: | :---: | :--- | :---: | :---: |
| **Situational Awareness LP Liquidation Cascade** | LIQUIDITY_SPIRAL | CRITICAL | 340B | Hyperscaler CapEx Revision -> High-Beta Tech Drawdown -> Multi-Manager Pod Drawdown Breach -> Prime Broker Forced De-Grossing -> Collateral Freeze | 94.5 | +45 bps |
| **Cross-Fund Factor Crowding in Mega-Cap Compute** | FACTOR_CROWDING | CRITICAL | 620B | Concurrent Long Momentum / Semi Beta Across 40+ Quant Funds -> Factor Inversion -> Correlated Stop-Loss Cascades -> Liquidity Disappearance | 96.2 | +38.5 bps |
| **Prime Broker Margin Transmission Chain Contagion** | MARGIN_TRANSMISSION | HIGH | 280B | Single Fund Default on Synthetic Swaps -> Prime Margin Call Unmet -> Prime Seizes Collateral -> Market Liquidation of Common Equities -> Contagion to Unrelated Funds | 88 | +55 bps |
| **LLM Orderflow Herding & Homogeneous Execution** | AI_HERDING | HIGH | 190B | Shared Foundation Model Weights (e.g. OpenAI / Claude Fine-tunes) -> Identical News Interpretation -> Simultaneous Order Submission at 09:30:00 -> Order Book Imbalance | 86.5 | +32 bps |
| **Jane Street Inventory Rebalancing Volatility Shock** | FLASH_CRASH_PROPAGATION | ELEVATED | 150B | Extreme Implied Volatility Surge -> Automated OCaml Delta-Neutral Hedging -> Massive Index Futures Selling -> Basis Spread Widening -> Secondary Market Freeze | 82 | +28 bps |
| **Retail PFOF Liquidity Evaporation in Stress Regimes** | LIQUIDITY_SPIRAL | ELEVATED | 95B | Market Plunge -> Internalizers Step Back from Retail PFOF Quotations -> Retail Order Routing to Public Lit Venues -> Lit Venue Bid Collapses -> Wide Spreads | 79.5 | +65 bps |
| **GPU Cloud Financing & Colocation Counterparty Risk** | COUNTERPARTY_EXPOSURE | HIGH | 115B | Neo-Cloud Startup Defaults on Debt -> GPU Collateral Depreciates 40% -> Specialized Debt Funds Suffer Impairment -> Tech Venture Credit Freeze | 84 | +75 bps |
| **Cross-Asset Volatility Arbitrage Disconnect** | FLASH_CRASH_PROPAGATION | ELEVATED | 130B | Options Surface Skew Dislocates from Cash Market -> Dispersion Trading Pods Incur Margin Deficits -> Simultaneous Short-Vol Covering -> VIX Spike | 81 | +35 bps |
| **Synthetic Prime Total Return Swap (TRS) Concentration** | MARGIN_TRANSMISSION | HIGH | 210B | Overlapping Unlisted TRS Positions Across Multiple Banks -> No Centralized SEC Disclosure -> Cumulative Ownership Exceeds 25% Float -> Sudden Bank Run | 87.5 | +50 bps |
| **Autonomous High-Frequency Microstructure Exploitation** | AI_HERDING | MONITORED | 80B | Adversarial Reinforcement Learning Agent Probing Exchange Matching Engines -> Identifies Latency Asymmetry -> Spoofs Phantom Depth -> Forces Liquidity Providers to Cancel | 72 | +22 bps |

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## 4. Venture Capital & Private Equity AI Dry Powder:
| Firm Name | Firm Type | AI Dry Powder | Total AUM | Discipline Score | Lead Strategic Focus | Key Portfolio Bets |
| :--- | :---: | :---: | :---: | :---: | :--- | :--- |
| **Sequoia Capital** | VENTURE_CAPITAL | 12.5B | 28.5B | 82.5 | Seed to Growth AI Applications & Physical Robotics | OpenAI, Cursor, Harvey AI, Glean, Physical Intelligence |
| **Andreessen Horowitz (a16z AI)** | VENTURE_CAPITAL | 18B | 34B | 79 | Foundation Infrastructure, AI Gaming & Open Source Models | Mistral AI, Databricks, ElevenLabs, Ideogram, Luma AI |
| **Thrive Capital** | GROWTH_EQUITY | 8.5B | 14.2B | 76.5 | Mega-Cap Generative AI Unicorn Rounds | OpenAI Anchor, Scale AI, Stripe, Ramp |
| **Khosla Ventures** | VENTURE_CAPITAL | 6.2B | 16.5B | 85 | Radical Science, Humanoid Robotics & AGI Breakthroughs | First OpenAI Institutional Check, Figure AI, Rabbit, Symbolica |
| **SoftBank Vision Fund** | GROWTH_EQUITY | 35B | 68B | 68 | Sovereign Silicon Infrastructure & Physical Automation | Arm Holdings, OpenAI, Symbotic, Project Izanagi Silicon |
| **Lightspeed Venture Partners** | VENTURE_CAPITAL | 9.5B | 18B | 75 | Enterprise AI & Developer Infrastructure | Stability AI, Mistral, Glean |
| **Founders Fund** | VENTURE_CAPITAL | 7B | 15B | 77.2 | Deep Tech, Defense AI & Hard Science | Neuralink, Anduril, Cognitive AI |
| **Benchmark Capital** | VENTURE_CAPITAL | 3.5B | 8B | 79.4 | High-Conviction Early Stage AI Architecture | Cerebras Systems, LangChain |
| **Accel** | VENTURE_CAPITAL | 8B | 16B | 81.6 | Cloud Software & Enterprise Applied AI | Scale AI, AssemblyAI, Synthesia |
| **Index Ventures** | VENTURE_CAPITAL | 7.5B | 14.5B | 83.8 | Cross-Atlantic Frontier AI Foundational Labs | Cohere, DeepL, Scale AI |
| **Bessemer Venture Partners** | VENTURE_CAPITAL | 6.8B | 12B | 86 | Vertical SaaS & Agentic Workflows | DeepSeek ecosystem, Perplexity, Jasper |
| **General Catalyst** | VENTURE_CAPITAL | 11B | 21B | 75 | Transatlantic Sovereign AI Infrastructure | Mistral AI, Helsing, Cohere |
| **Coatue Management** | GROWTH_EQUITY | 14B | 32B | 77.2 | Hybrid Public/Private Tech & AI Multiples | Bytedance, Scale AI, Hugging Face |
| **Tiger Global Management** | GROWTH_EQUITY | 12B | 28B | 79.4 | High-Velocity Internet & AI Scale Deployments | OpenAI, Databricks, Cohere |
| **MGX (Abu Dhabi)** | PRIVATE_EQUITY | 50B | 25B | 81.6 | Sovereign Hyperscale Datacenters & Silicon | Global AI Infrastructure Partnership (GAIP) |
| **Mubadala Investment Co.** | PRIVATE_EQUITY | 25B | 18B | 83.8 | Global Sovereign Technology Portfolios | Anthropic, GlobalFoundries, AI Grid |
| **Temasek Holdings** | PRIVATE_EQUITY | 30B | 22B | 86 | Long-Term Sovereign Capital Allocation | OpenAI backer, Sea Group, AI Compute |
| **GIC Private Limited** | PRIVATE_EQUITY | 35B | 26B | 75 | Global Infrastructure & Core Compute Assets | Hyperscale Datacenter Real Estate & GPUs |
| **Qatar Investment Authority** | PRIVATE_EQUITY | 20B | 12B | 77.2 | Strategic Sovereign Transition Funds | AI Cloud Grids & Silicon Supply Chains |
| **Bpifrance** | VENTURE_CAPITAL | 8B | 6.5B | 79.4 | European Sovereign Tech Independence | Mistral AI, H Company, French AI Hub |
| **Radical Ventures** | VENTURE_CAPITAL | 3.2B | 5.8B | 81.6 | Pure-Play Deep Learning Pioneers (Geoff Hinton Affiliated) | Cohere, Untether AI, Waabi |
| **Lux Capital** | VENTURE_CAPITAL | 4.5B | 9.2B | 83.8 | Physical AI, Deep Tech & Frontier Science | Runway, Applied Intuition, Eikon |
| **DCVC (Data Collective)** | VENTURE_CAPITAL | 4B | 8.5B | 86 | Deep Compute Silicon & Bio-AI | Cerebras, Groq, Vicarious |
| **Eclipse Ventures** | VENTURE_CAPITAL | 3.8B | 7.5B | 75 | Physical AI & Full-Stack Industrial Tech | Cerebras, Augment, Industrial Automation |
| **Playfair Capital** | VENTURE_CAPITAL | 1.2B | 2.4B | 77.2 | Pre-Seed & Seed Applied Machine Learning | Early Stage European Seed AI |

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## REST Endpoints & Machine Discovery:
- Macro Telemetry: GET https://api.aki1k.com/v1/capital/summary
- Systematic Funds: GET https://api.aki1k.com/v1/capital/hedge-funds
- Broker ABS Metrics: GET https://api.aki1k.com/v1/capital/brokers
- Crowding Radar: GET https://api.aki1k.com/v1/capital/crowding
- PE/VC Dry Powder: GET https://api.aki1k.com/v1/capital/private-equity
- Cryptographic Proof: GET https://api.aki1k.com/v1/capital/verify

Official Web Hub: https://aki1k.com/capital
Systematic Funds Hub: https://aki1k.com/capital/hedge-funds
Broker ABS Hub: https://aki1k.com/capital/brokers
Systemic Risk Hub: https://aki1k.com/capital/risk
PE/VC Dry Powder Hub: https://aki1k.com/capital/private-equity
Raw Markdown Spec: https://aki1k.com/capital.md
REST API Gateway: https://api.aki1k.com/v1/capital