Algorithmic Scouting Fairness

Auditing AI recruitment tools to prevent bias in talent identification.
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Algorithmic Scouting Fairness

Initiatives and tools to audit AI-driven recruitment and scouting algorithms for bias. This ensures that automated systems do not discriminate based on race, socioeconomic background, or geography, promoting equitable access to opportunities in professional sports pathways.

TRL
5/9Validated
Impact
4/5
Investment
2/5
Category
Ethics Security

Connections

Ethics Security
Ethics Security
AI Officiating Governance

Standards for transparency, appeal, and accountability in automated calls.

TRL
4/9
Impact
4/5
Investment
3/5
Applications
Applications
Cross-Sport Talent Identification

Systems mapping physical and cognitive profiles to optimal sports pathways.

TRL
4/9
Impact
4/5
Investment
3/5

Envisioning is an emerging technology research institute and advisory.

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2011 — 2026

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