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  • Red Rook, LLC.
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redrookllc/README.md
Red Rook LLC

Red Rook, LLC.

Institutional-grade AI trading intelligence. Built for operators. Engineered for precision.

Founded State License Status


About

Red Rook, LLC. is a Tennessee-based technology company founded in 2025, specializing in AI-powered trading intelligence platforms. Our mission is to deliver institutional-style market analytics, signal generation, and macro-intelligence to desktop workstation operators through cutting-edge machine learning, real-time data processing, and engineered technical analysis.


Products


Paladin

Paladin

Python PyQt5 Status

Paladin is a proprietary desktop trading intelligence workstation. It delivers multi-timeframe charting, real-time market data, and machine-learning-assisted directional signals powered by a calibrated LightGBM ensemble and optional ONNX transformer inference — built on a PyQt5 GUI framework with engineered technical features sourced via yfinance.


Capability Detail
Charting Multi-timeframe signal generation
ML Engine LightGBM ensemble with ONNX inference
AI Layer GPT4All conversational intelligence
Language i18n GUI translation support
Platform Windows, macOS, and Linux


Vanguard

Vanguard

Model Status Platform

Vanguard is Red Rook's next-generation macro-intelligence platform — a real-time, AI-driven analytical engine designed to monitor, synthesize, and reason across the full spectrum of global market-moving forces.


Domain Coverage
Institutional Flows BlackRock, Vanguard, State Street
Political Intelligence Congressional portfolios and trade monitoring
Trade Route Monitoring Suez, Hormuz, Malacca, and key straits
Data Ingestion Real-time and historical news with live internet access
AI Model Vanguard AI (Jan AI-modeled) (Q4_0 GGUF)
Allocation Up to 60 GB dedicated model and data storage


Technology Stack

Python PyQt5 LightGBM ONNX Keras Meta Llama GPT4All yfinance scikit-learn


Regulatory Notice

Warning

All products developed by Red Rook, LLC. produce analytics outputs only. Nothing produced by any Red Rook platform constitutes investment advice, a solicitation, or a recommendation to buy or sell any security or financial instrument. Past performance does not guarantee future results. Operators and end users are solely responsible for ensuring compliance with all applicable laws and internal policies. Red Rook, LLC. expressly disclaims all liability for trading losses or financial damages arising from use of its platforms.


Privacy Policy (v1.0)

Note

Red Rook, LLC. respects client privacy and is committed to protecting personal data across all platforms and services.

Area Policy
Data Collection Account information, usage data, technical diagnostics, and where enabled, encrypted third-party API credentials.
Use of Data To operate, maintain, and improve all services including AI-driven analysis, personalized insights, security, performance optimization, and fraud prevention.
Data Security Reasonable administrative, technical, and organizational safeguards are maintained to protect against unauthorized access, alteration, disclosure, or destruction.
Data Sharing Personal data is never sold. Information is only shared with trusted service providers required to operate the platform, or when compelled by law or valid legal request.
Client Rights Clients may access, update, or delete personal information at any time via the user dashboard or support. Clients may opt out of non-essential communications and revoke third-party API access at any time.

By using any Red Rook, LLC. product or service, clients acknowledge and agree to the terms of this Privacy Policy.


Terms of Service (v1.0)

By accessing or using any Red Rook, LLC. platform, clients agree to be fully bound by all Terms of Service. Access is prohibited if any portion of these terms is not accepted.

Term Detail
Service Definition All platforms are strictly informational and analytical tools. Outputs do not constitute financial advice, investment recommendations, or guarantees of profit.
Client Responsibility Clients accept full responsibility for all trading decisions and acknowledge the inherent risks of financial markets, including potential loss of capital.
Account Security Clients are responsible for maintaining credential confidentiality and must report any unauthorized access or suspected breach immediately.
Governing Law These Terms are governed by the laws of the State of Tennessee. All disputes shall be brought exclusively before state or federal courts within Tennessee.
Severability Invalid or unenforceable provisions do not affect the validity of remaining Terms. Failure to enforce any right does not constitute a waiver.
Force Majeure Red Rook, LLC. is not liable for service interruptions caused by events beyond reasonable control, including cyberattacks, system failures, natural disasters, or governmental actions.
Limitation of Liability Red Rook, LLC. is not liable for direct or indirect damages, including financial losses, arising from use of or inability to use any Service, to the fullest extent permitted by law.
Termination Access may be suspended or terminated at any time, with or without notice, for violations of these Terms, platform misuse, or behavior harmful to system integrity.

By continuing to use any Red Rook, LLC. platform, clients confirm that they understand, accept, and agree to be legally bound by these Terms of Service in their entirety.


License

© 2025 Red Rook, LLC. All rights reserved. All source code, models, data pipelines, and platform assets are proprietary and confidential. Unauthorized reproduction, distribution, or use is strictly prohibited.


Document v1.0 · Last updated 2025 · Red Rook, LLC. · Tennessee, USA
Icons: Font Awesome 6 Free (CC BY 4.0)

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