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Game1 AI x [College] -- ID Camp Integration Proposal

Concept: Data-Driven ID Camp Enhancement

Game1 integrates its standardized testing and AI-powered benchmarking platform into your existing ID camp format, providing every participant with individualized performance feedback and development pathways -- something staff alone cannot deliver at scale.

The Problem

ID camps attract 100+ athletes. Coaching staff can observe and evaluate in real time, but providing meaningful, individualized feedback to every participant is logistically impossible. Most kids leave with a generic experience and no actionable development insight.

The Solution

Game1 replaces one session block (typically a morning technical session) with a standardized combine that captures physical, technical, and game impact data. Within 48 hours, every participant receives:

  • Individualized performance profile with scores across all tested dimensions
  • Biological maturity indicators (projected adult height, maturation rate) to contextualize physical metrics
  • Development pathway showing current probability of reaching D1/D2/D3 benchmarks and projected improvement after following the AI-generated development plan
  • Personalized training focus areas based on what the algorithm identifies as the most efficient path to improvement

What Coaches Get

  • Searchable player database sortable by position, GPA, projected height, probability score, and individual metrics
  • Player comparison tools to evaluate prospects side by side
  • AI map visualization showing player types and potential clusters
  • Game Impact scores derived from small-sided games (who wins, regardless of teammates)
  • Dashboard access for ongoing evaluation across multiple camps

Logistics

  • Time required: 1.5-3 hours depending on group size (replaces one session block)
  • Players: Minimum 12, can scale to 120+ by running stations in parallel
  • Space: Standard grass or turf pitch, goals
  • Staff: Game1 provides all testing staff for the first event; can train your staff for subsequent camps
  • Equipment: Game1 brings speed gates, app technology, and measurement tools

For the Athlete and Family

  • Player-facing interface (no comparisons to other athletes) with:
  • Strengths and areas for improvement
  • Expected adult height and maturity rate
  • Pathways tab showing % chance of reaching D3/D2/D1 and projected gains after following development plan
  • Personalized 3-month development plan

Differentiators vs. Existing Solutions

  • Not video-based -- purely objective, standardized testing data
  • Accounts for biological maturity -- late bloomers and early developers become comparable
  • Predictive, not descriptive -- algorithm trained on 500,000+ longitudinal datapoints from elite European academies with ~95% accuracy in identifying players who reached top professional leagues
  • Transfer learning -- algorithm accurately translates predictions across MLS, NWSL, NCAA D1/D2/D3

Pricing

Flexible models available: - Per-event fee based on number of participants - Annual access for programs running multiple camps/year - First event free to demonstrate value before committing

Next Steps

  1. Schedule a brief call to align on camp format and logistics
  2. Game1 sends video walkthrough of testing protocol
  3. Identify target camp date for pilot integration
  4. Game1 staff on-site for first event; train your team for future events

Game1 AI | game1.ai