The scoring engine behind trust, risk, and sponsorship valuation
A composite underwriting model that evaluates athletes across six input signal categories and produces five actionable outputs for institutional decision-making.
Overview
The AVC-100 is an athlete value underwriting system — a structured framework for evaluating athletes through the lens of trust, risk, and sponsorship economics.
The AVC-100 is a research-backed valuation architecture, not a SaaS platform or live scoring tool. It defines the methodology, not the software.
Designed for VCs, sponsors, and agencies who need structured, governance-aligned methods for evaluating athlete partnerships and investments.
Powered by the Data Hub's rosters, stats, standings, and links — every score traces back to verifiable data sources.
Input Signals
Each category represents a distinct signal layer that feeds into the AVC-100 scoring engine.
Source credibility scoring, narrative integrity verification, and media provenance analysis across traditional and digital channels.
Athletic output data, game intelligence indicators, decision-making efficiency, and competitive consistency tracking.
Injury history modeling, longevity projections, load management patterns, and wearable-derived health metrics.
Fan engagement depth, demographic composition, cross-market penetration, and audience authenticity analysis.
Off-field conduct patterns, brand safety indicators, reputational risk exposure, and compliance posture evaluation.
Contract landscape, endorsement portfolio analysis, market comparables, and competitive positioning within the athlete economy.
System Flow
Input signals flow through the scoring engine to produce actionable outputs.
6 categories of data
Weighted composite model
5 actionable results
Outputs
The scoring engine produces structured outputs designed for institutional decision-making.
Composite numerical score reflecting overall athlete value across all input dimensions.
Governance and behavioral reliability assessment indicating institutional trustworthiness.
Brand alignment and audience quality match analysis for sponsorship decision support.
Identified risk signals across conduct, health, media, and market dimensions requiring attention.
Market-informed valuation ranges for sponsorship deals, endorsements, and contract negotiations.
Data Connection
The AVC-100 scoring engine consumes data from the centralized Data Hub — rosters, stats, standings, and verified links.
Rosters, stats, standings, and external links feed directly into the scoring engine.
The AVC-100 Athlete Value Underwriting System is a research-backed valuation architecture currently under development. It is not a finished product, SaaS platform, or live scoring system. Input categories, output methodologies, and data integration protocols are subject to ongoing research and refinement. This framework is presented for informational and strategic positioning purposes. No investment or valuation decisions should be made based solely on this architectural overview.