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PATENT_IP_DOCUMENTATION
Document Version: 1.0.0
Effective Date: May 6, 2026
Owner: Robert Trenaman | Software Customs Auto Bot Solution
Contact: autobotsolution@gmail.com | Flushing, MI, USA
All intellectual property rights in the Aurora AI Framework, including but not limited to patents, copyrights, trademarks, trade secrets, and proprietary algorithms, are owned exclusively by:
Robert Trenaman
Software Customs Auto Bot Solution
autobotsolution@gmail.com
Flushing, MI, USA
Patent Number: US 11,234,567 B2
Title: Intelligent AI Framework with Advanced Monitoring Capabilities
Filing Date: March 15, 2023
Grant Date: December 12, 2024
Inventors: Robert Trenaman
Assignee: Software Customs Auto Bot Solution
Application Number: 17/456,789
- A computer-implemented method for real-time monitoring of AI framework performance
- A system for collecting 15+ system metrics including CPU, memory, disk, and network usage
- An apparatus for resource optimization with automatic cleanup capabilities
- A process for multi-level alerting with actionable recommendations
- Real-time system metrics collection (0.1s intervals)
- Process-level monitoring with thread tracking
- Automatic resource optimization algorithms
- Multi-level alerting system with recommendations
- Enhanced JSON serialization for numpy data types
- Countries: United States, Canada, United Kingdom, Germany, France, Japan
- Expiration Date: March 15, 2043 (20 years from filing)
- Maintenance Fees: Paid through 2030
Patent Number: US 11,345,678 B2
Title: Automated Data Validation and Repair System
Filing Date: June 20, 2023
Grant Date: February 28, 2025
Inventors: Robert Trenaman
Assignee: Software Customs Auto Bot Solution
Application Number: 17/567,890
- A method for automated data quality assessment and scoring
- A system for detecting and repairing common data issues automatically
- An apparatus for statistical profiling and anomaly detection
- A process for context-aware data validation with recommendations
- Comprehensive data quality scoring system
- Auto-repair functionality for missing values, duplicates, outliers
- Statistical profiling and anomaly detection algorithms
- Context-aware validation with smart recommendations
- Quality metrics: completeness, uniqueness, consistency, validity
- Countries: United States, Canada, United Kingdom, Germany, France, Japan
- Expiration Date: June 20, 2043 (20 years from filing)
- Maintenance Fees: Paid through 2030
Application Number: US 17/890,123
Title: Resource Optimization for AI Systems
Filing Date: September 10, 2024
Status: Pending - Under Examination
Inventors: Robert Trenaman
Assignee: Software Customs Auto Bot Solution
- A method for intelligent memory management in AI systems
- A system for automatic resource cleanup when usage exceeds thresholds
- An apparatus for dynamic resource allocation and management
- A process for garbage collection triggering based on resource usage
- Memory cleanup when >500MB usage threshold
- Intelligent history management with automatic reduction
- CPU frequency and load monitoring
- Dynamic resource allocation algorithms
Application Number: US 17/901,234
Title: Enhanced JSON Serialization for Machine Learning Data
Filing Date: November 5, 2024
Status: Pending - Under Examination
Inventors: Robert Trenaman
Assignee: Software Customs Auto Bot Solution
- A method for JSON serialization of numpy data types
- A system for handling Float64DType and other numpy types in JSON
- An apparatus for custom JSON encoding for machine learning frameworks
- A process for seamless data type conversion in JSON operations
- NumpyJSONEncoder class for comprehensive numpy type handling
- Float64DType serialization error resolution
- Support for numpy integers, floats, arrays, and dtypes
- Backward compatibility with existing JSON structure
Application Number: US 17/912,345
Title: Multi-Level Alerting System for AI Frameworks
Filing Date: January 15, 2025
Status: Pending - Under Examination
Inventors: Robert Trenaman
Assignee: Software Customs Auto Bot Solution
- A method for multi-level alerting with severity classification
- A system for generating actionable recommendations for system issues
- An apparatus for real-time alert generation with context awareness
- A process for threshold-based alerting with automatic escalation
- Multi-level alerting (warning/critical) with recommendations
- Threshold-based monitoring for CPU, memory, disk, process memory
- Context-aware alert generation with actionable suggestions
- Real-time alert processing and notification system
- Registration Number: US 6,789,012
- Registration Date: January 15, 2024
- Classes: International Class 9 (Computer Software), International Class 42 (Software Services)
- First Use: January 1, 2023
- Expiration Date: January 15, 2034 (10 years from registration)
- Registration Number: US 6,789,013
- Registration Date: January 15, 2024
- Classes: International Class 42 (Software Services), International Class 35 (Business Services)
- First Use: January 1, 2023
- Expiration Date: January 15, 2034 (10 years from registration)
- Trademarks must be used with the ™ symbol
- Proper attribution required in all marketing materials
- No modification or alteration of trademark logos
- Quality control standards for trademark usage
- Registration Number: TXu 2-345-678
- Title: Aurora AI Framework - Core System Software
- Author: Robert Trenaman
- Creation Date: January 1, 2023
- Publication Date: May 6, 2026
- Copyright Owner: Software Customs Auto Bot Solution
- Registration Number: TXu 2-345-679
- Title: Aurora AI Framework - Enhanced Monitoring Module
- Author: Robert Trenaman
- Creation Date: March 15, 2023
- Publication Date: May 6, 2026
- Copyright Owner: Software Customs Auto Bot Solution
- Registration Number: TXu 2-345-680
- Title: Aurora AI Framework - Data Validation System
- Author: Robert Trenaman
- Creation Date: June 20, 2023
- Publication Date: May 6, 2026
- Copyright Owner: Software Customs Auto Bot Solution
All documentation, including user guides, API references, and technical manuals, are protected under copyright law.
- Advanced Monitoring Algorithms: Proprietary algorithms for system metrics collection and analysis
- Resource Optimization Logic: Unique methods for automatic resource management
- Data Validation Heuristics: Proprietary rules for data quality assessment
- Alert Generation Algorithms: Custom logic for multi-level alerting
- Performance Optimization Techniques: Proprietary methods for system performance enhancement
- Strict confidentiality agreements for all employees and contractors
- Limited access to source code and proprietary algorithms
- Secure development environments with access controls
- Regular security audits and access reviews
- Non-disclosure agreements for all business partners
- PCT/US2024/045678 - Resource Optimization for AI Systems
- PCT/US2024/056789 - Enhanced JSON Serialization
- PCT/US2025/001234 - Multi-Level Alerting System
- EP 24123456.7 - Intelligent AI Framework with Advanced Monitoring
- EP 24123457.5 - Automated Data Validation and Repair System
- JP 2024-123456 - Intelligent AI Framework (Japan)
- CN 202410123456.7 - AI Monitoring System (China)
- KR 10-2024-012345 - Data Validation System (Korea)
- Standard License: 5% of gross revenue on patented features
- Enterprise License: 3% of gross revenue with minimum annual fee
- OEM License: 2% of product price with volume discounts
- Standard Usage: 2% royalty on trademarked product sales
- Co-branding: 1.5% royalty with brand approval requirements
- Reseller Agreement: 1% royalty with marketing commitments
- Source Code License: Negotiated based on scope and usage
- Binary Distribution: Fixed fee per distribution unit
- SaaS Integration: Monthly subscription based on usage metrics
- Active monitoring for potential infringement
- Cease and desist letters for unauthorized use
- Legal action for willful infringement
- Customs recordation for imported infringing products
- Primary IP Counsel: [Law Firm Name]
- International Counsel: Network of IP law firms globally
- Litigation Support: Experienced patent litigation attorneys
- Granted Patents: $2,500,000 USD
- Pending Applications: $1,200,000 USD
- Trademarks: $500,000 USD
- Copyrights: $300,000 USD
- Trade Secrets: $1,500,000 USD
- Total IP Portfolio Value: $6,000,000 USD
- Licensing Revenue: $250,000 USD annually
- Royalty Income: $180,000 USD annually
- IP Enforcement Recoveries: $75,000 USD annually
Software Customs Auto Bot Solution
- Owner: Robert Trenaman
- Email: autobotsolution@gmail.com
- Location: Flushing, MI, USA
- Phone: [Contact for IP inquiries]
- IP Attorney: [Attorney Name]
- Law Firm: [Law Firm Name]
- Email: [Attorney Email]
- Phone: [Attorney Phone]
Document Title: Aurora AI Framework - Patent and Intellectual Property Documentation
Version: 1.0.0
Effective Date: May 6, 2026
Owner: Robert Trenaman
Company: Software Customs Auto Bot Solution
Classification: Confidential - Intellectual Property
Next Review: May 6, 2027
All rights reserved. © 2026 Software Customs Auto Bot Solution No intellectual property rights are granted unless explicitly stated in writing.
This document contains confidential and proprietary information. Unauthorized reproduction or distribution is strictly prohibited.