fairvalue-api / pitch_deck.md
FairValue
feat: production web app — React/Vite frontend + FastAPI backend with Render/Vercel deployment
b72652e

FairValue Transfer Cap Estimator: Pitch Deck

"Removing Emotion from the Transfer Window"

1. The Problem: The Winner’s Curse

  • Clubs consistently overpay: Emotional bidding wars and agent-driven scarcity lead to inflated transfer fees.
  • Amortization Trap: High fees create toxic balance sheets that become impossible to offload if the player underperforms.
  • Regulatory Risk: PSR/FFP rules now make "overpaying" a sporting catastrophe, not just a financial one.

2. The Solution: FairValue

A proprietary "Hard Cap" calculator that uses Hedonic Pricing Theory and Machine Learning to strip away market noise.

3. The Core Technology: "The Busquets Factor"

Our model doesn't just look at goals; it quantifies Asset Liquidity Risk:

  • Contract Leverage: Quantitative tracking of depreciating contract years.
  • Age Decay: Log-linear modeling of the physical peak window.
  • Structural Injury Index: Identifying players with recurring availability risks.

4. Competitive Advantage

  • Objective Baseline: Uses 12,500+ historical benchmarks to set a baseline price.
  • Risk Discounting: Unlike Transfermarkt, which gives a "valuation," we provide a **"Hard Cap"**—the maximum you can pay before the ROI becomes statistically negative.

5. Roadmap

  • V1 (Current): MVP using public Kaggle/Transfermarkt data.
  • V2: Integration of real-time Opta/StatsBomb performance event data.
  • V3: Portfolio risk management for entire squad recruitment strategies.

FairValue: Data-driven discipline for the modern sporting director.