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.
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X-Axis: Tactical Misfit (1 – Fit Score), meaning higher values indicate the player is less compatible with their current team’s tactics.
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Y-Axis: Undervaluation Index (UI), where higher values indicate players are more undervalued relative to their true potential or market value.
1. Color Coding:
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Yellow = High Undervaluation (UI > 1.2)
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Blue = Moderate Undervaluation (1.0 < UI ≤ 1.2)
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Gray = Low Undervaluation (UI ≤ 1.0)
2. Reference Lines:
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Horizontal Line at UI = 1.0 separates undervalued players from fairly valued ones.
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Vertical Line at Tactical Misfit = 0.5 separates well-fit players (left) from misfit players (right).
3. Player Insights:
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Player F (Top-Right): Extremely undervalued and highly misfit → Best hidden gem.
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Player D (High UI): Highly undervalued with significant tactical misfit.
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Player A (Moderate UI): Slightly undervalued, high tactical misfit → good loan or acquisition target.
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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

