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Loan Opportunity Detection

Spot underused high-performing players ready to unlock value through strategic loans.

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Main Objetive

Identify underutilized high-performing players for strategic loan acquisition.

 

Blends undervaluation analysis, tactical fit scoring, and growth potential to guide smart temporary signings.

The Problem

The Old Way

Loans based on subjective judgment or agent deals

Missed players due to limited minutes

Reactive, last-minute decisions

Focus on prestige over tactical fit

Overpaying due to transfer bias

The New Way

Algorithmic detection of undervalued performers

Objective matching with squad needs

Proactive tracking across full season

Fit-based targeting for impact and development

Smarter spending via loan-first approach

Technical Description

Undervaluation Detection

Identify high-performance players with low minutes/salary ratio.

Tactical Fit Match

Compute similarity score between club needs and player profile.

Projection & Risk Analysis

Estimate future growth and filter out high-risk cases.

Loan Opportunity Ranking

Score and rank players by value potential and availability window.

Details:

Targeting Hidden Gems: Tactical Misuse × Undervaluation × Contract”, used to identify players who are undervalued and tactically underutilized.

  • X-Axis: Tactical Misfit (1 – Fit Score), meaning higher values indicate the player is less compatible with their current team’s tactics.

  • Y-Axis: Undervaluation Index (UI), where higher values indicate players are more undervalued relative to their true potential or market value.

 

1. Color Coding:

  • Yellow = High Undervaluation (UI > 1.2)

  • Blue = Moderate Undervaluation (1.0 < UI ≤ 1.2)

  • Gray = Low Undervaluation (UI ≤ 1.0)

 

2. Reference Lines:

  • Horizontal Line at UI = 1.0 separates undervalued players from fairly valued ones.

  • Vertical Line at Tactical Misfit = 0.5 separates well-fit players (left) from misfit players (right).

 

3. Player Insights:

  • Player F (Top-Right): Extremely undervalued and highly misfit → Best hidden gem.

  • Player D (High UI): Highly undervalued with significant tactical misfit.

  • Player A (Moderate UI): Slightly undervalued, high tactical misfit → good loan or acquisition target.

  • Players B, C, E: Lower undervaluation and/or better tactical fit → lower priority.

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You don’t need to watch every match to spot underused talent — just wait for our alert."

WINNING detects hidden gems in real time: undervalued, underplayed, and ready to explode in the right environment.

Other Objetives

Boost squad quality with low-cost, low-risk loan signings

Strengthen team without financial overcommitment.

Efficient

Opportunistic

Anticipate undervaluation windows before transfer market congestion

Monitor real-time market shifts to act early.

Proactive

Analytical

Match player profiles to squad needs and roles

Maximize impact through personalized fit.

Targeted

Tactical

Develop future assets through smart loan cycles

Use loan time to boost player and club valuation.

Strategic

Developmental

Support long-term signings via pre-loan evaluation

Test compatibility and value before committing.

Predictive

Informed

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