AI assists — humans decide
The Recruitment Intelligence Network prepares research, surfaces candidates and structures evidence. Final recruitment recommendations, shortlist approvals and transfer decisions remain the responsibility of sporting directors, scouts and club leadership. All AI output is reviewable, explainable and subject to human oversight before action.
Architecture
Specialist agents, shared evidence layer
Each capability produces structured output linked to verifiable sources — not opaque scores.
Natural-language processing
Interpret recruitment requirements expressed in football terminology and translate them into structured search and analysis criteria.
Specialist agents
Dedicated agents for tactical fit, market context, performance trends and risk identification — each producing structured, reviewable output.
Evidence linking
Every AI-generated insight references supporting statistics, reports or market signals so recruiters can verify claims.
Confidence scoring
Transparent indicators show where data is comprehensive, partial or conflicting across sources.
Risk identification
Flag injury history patterns, adaptation concerns, contract complexity and stylistic mismatches with explainable reasoning.
Human review layer
AI summaries are presented for review — never auto-approved. Scouts and directors validate before recommendations proceed.
Continuous monitoring
Watchlist-linked agents track changes affecting shortlisted players and surface updates to assigned stakeholders.
Tactical fit
Evaluate role compatibility against your system
Tactical fit analysis maps player behaviours to your formation, pressing triggers and build-up patterns — producing explainable suitability scores with supporting evidence.
Analysis summary
Luca Hartmann demonstrates strong compatibility with a high defensive line and progressive build-up from the back. Left-footed profile supports inverted full-back systems. Pressing intensity aligns with front-foot defensive requirements. Primary adaptation consideration: transition speed against direct counter-attacking opponents.
92%
Formation fit (4-3-3)
86%
Pressing alignment
88%
Build-up contribution
88%
Overall tactical fit
Evidence linked: 14 statistical indicators, 2 scout reports, 3 video clip references
Recruitment risk
Explainable risk identification
Risk agents flag concerns with reasoning — injury patterns, adaptation challenges, contract complexity and stylistic mismatches — so recruiters can investigate before advancing targets.
Adaptation concern
MediumLimited experience against top-tier pressing intensity. Recommend additional video review of recent away fixtures.
Contract complexity
LowContract expires 2027 with no reported release clause. Standard negotiation pathway expected.
Data completeness
MediumPhysical metrics available for 68% of tracked indicators. Confidence score reflects partial athletic data.
Injury history
LowNo significant absence pattern in last 24 months. Availability profile stable.
Human review
Every insight passes through professional judgment
AI-generated summaries appear in player profiles and board discussions as advisory content. Scouts validate observations. Directors approve shortlist advancement. No automated pipeline progression.