12 WEEKS OUT
PROPRIETARY TECHNOLOGY

PROPRIETARY SCORING SYSTEM

Our assessment systems and methodologies are protected intellectual property

Last Updated: May 20, 2025

LEGAL NOTICE

The scoring system and assessment modules featured in this application — including but not limited to Callouts Mode™, Quarter Turn Tracker™, Conditioning Meter™, Dry Mode™, and Peak Protocol™ — are part of a proprietary evaluation framework developed exclusively for 12 Weeks Out. This system is based on professional NPC/IFBB judging standards and has been uniquely translated into an AI-powered analysis engine.

All methods, terminology, and presentation logic are original and protected intellectual property. Unauthorized reproduction or imitation of these systems may constitute infringement.

PROPRIETARY SYSTEMS OVERVIEW

12 Weeks Out has developed a suite of assessment tools that represent significant intellectual property investments. Each system utilizes proprietary algorithms and methodologies:

Callouts Mode™

Our placement prediction system that creates virtual lineups based on your physique metrics compared against common competitor archetypes. This proprietary technology incorporates:

  • Machine learning models trained on thousands of real competition lineups
  • Judge-validated scoring matrices for different divisions and categories
  • Proprietary silhouette analysis and proportion assessment
  • Competitive hierarchy simulation algorithms

Quarter Turn Tracker™

Our pose-by-pose symmetry analysis system that delivers precise muscular balance assessments. This proprietary technology incorporates:

  • Proprietary landmark mapping of physique key points
  • Bilateral comparison algorithms validated by professional judges
  • Dynamic heatmap visualization technology
  • Posing angle correction guidance system

Conditioning Meter™

Our region-specific conditioning assessment system that evaluates muscle detail and leanness. This proprietary technology incorporates:

  • Multi-region visual analysis engines
  • Proprietary definition scoring matrix
  • Division-specific conditioning standards
  • Subcutaneous fluid retention detection

Dry Mode™

Our advanced skin texture and subcutaneous water analysis system. This proprietary technology incorporates:

  • Proprietary high-frequency image analysis
  • Skin-layer density mapping algorithms
  • Multi-point visual assessment matrix
  • Region-specific water retention indicators

Peak Protocol™

Our comprehensive final-week optimization system for stage-day readiness. This proprietary technology incorporates:

  • Proprietary carb-loading response prediction models
  • Sodium manipulation scheduling algorithms
  • Water balance optimization formulas
  • Individual-specific depletion threshold calculation

INTELLECTUAL PROPERTY PROTECTIONS

All assessment systems and their components are protected by a combination of:

  • Registered trademarks for system names and core terminology
  • Copyright protection for presentation methods and visual interfaces
  • Patent protections (pending and granted) for assessment methodologies
  • Trade secret protections for proprietary algorithms
  • Software licensing restrictions on system usage

These systems represent significant investments in research, development, and validation, incorporating expertise from professional judges, sports scientists, and machine learning specialists. Each component has been meticulously designed to translate subjective judging criteria into objective, measurable assessments.

DEVELOPMENT METHODOLOGY

Our proprietary systems were developed through a rigorous, multi-phase process:

Phase 1: Criteria Collection

Extensive interviews with active and retired NPC/IFBB judges to document scoring criteria and decision hierarchies

Phase 2: Pattern Analysis

Statistical analysis of competition results across multiple years and federation levels to identify consistent judging patterns

Phase 3: Criteria Translation

Development of proprietary methods to convert subjective criteria into objective, measurable metrics and scoring systems

Phase 4: Algorithm Development

Creation of proprietary algorithms for image processing, comparison, and analysis specific to physique competition standards

Phase 5: System Training

Machine learning implementation using thousands of competition images with known placements to train prediction models

Phase 6: Validation Testing

Blind testing of assessment systems against actual competition results to verify accuracy and adjust algorithms

USAGE RESTRICTIONS

By using our services, you agree to the following restrictions:

  • You will not attempt to reverse engineer, decompile, or disassemble any aspect of our assessment systems
  • You will not create derivative works based on our proprietary methodologies or technologies
  • You will not use our systems or methodologies for any commercial purpose without express written permission
  • You will not reproduce, distribute, or publicly display our assessment outputs without authorization
  • You will not attempt to circumvent any technical measures designed to protect our proprietary systems
  • You will not create competing services that mimic or replicate our assessment methodologies

All rights not expressly granted herein are reserved by 12 Weeks Out. Any unauthorized use of our proprietary systems may be subject to legal action, including claims for damages and injunctive relief.

For licensing inquiries, please contact: licensing@12weeksout.app