Agentic Transfer Intelligence

Transfer Intelligence.
Always On.

ScoutR watches 50+ leagues so your sporting director doesn't have to.

Scroll
300+
Clubs flying blind every window
€50M
Average misspent per transfer window
3 Weeks
Average manual scouting time per target

Elite clubs have 20-person analytics departments.

The other 300+ clubs in the Championship, Bundesliga 2, Serie B, and MLS are making multi-million euro transfer decisions with Transfermarkt and a spreadsheet. ScoutR changes that.

HOW SCOUTR THINKS

Each agent runs autonomously, reasons in real time, and streams its output to your screen.

01 · Scout Agent

NATURAL LANGUAGE SEARCH

Describe the player you need in plain English. The Scout Agent translates your brief into structured criteria, scans real player data across 54 leagues, and returns ranked candidates with full reasoning — streamed live.

Scout Agent
● Live
Query“LB, U24, high press”
Leagues54 scanned
Filtered2,847 → 12 → 3
Top MatchL. Hoffmann — 94.2%
Latency2.4s
02 · Valuation Agent

MARKET FEE INTELLIGENCE

Cross-references comparable transfers, contract expiry windows, and selling-club finances to produce a negotiation-ready fee range — not a Transfermarkt guess.

Valuation Agent
● Processing
Market Value€8.2M
Range€6.5M – €9.1M
ContractJun 2026
Comparables14 transfers
Seller PressureHIGH
03 · Tactical Fit Agent

FORMATION COMPATIBILITY

Analyses positional heatmaps, pressing metrics, and formation compatibility. Scores how well a target integrates into your system — then explains why in plain English.

Tactical Fit
● Matched
Formation4-3-3 ✓
Press Resistance92nd %ile
Prog. Carries88th %ile
Tactical Score9.4 / 10
System Overlap87%
04 · Monitoring Agent

24/7 TARGET WATCH

Watches your shortlist around the clock. Sends instant delta alerts when something shifts — contract updates, rival scouts spotted, clubs entering financial trouble.

Monitor
● 3 Alerts
ContractExpiry in 6mo
Rival ActivityWolves scouted
Club FinancesFFP breach risk
Window32 days left
PriorityACT NOW

QUERY → DOSSIER IN SECONDS

01

NATURAL LANGUAGE QUERY

The sporting director describes what they need. No filters, no dropdowns, no SQL.

Gemini 2.5 FlashGoogle AI
02

AGENT ORCHESTRATION

LangGraph coordinates four agents in parallel — each reasons, searches, and scores independently.

LangGraphPythonFastAPI
03

VECTOR DATA RETRIEVAL

RAG pipelines pull from StatsBomb events, FBref biographies, and Transfermarkt fee comparisons.

ChromaStatsBomb
04

LIVE REASONING STREAM

Every agent step streams to the UI via SSE. Watch the system think in real time.

SSENext.js 14Tailwind
05

DOSSIER EXPORT

Player dossier cards with fit scores, valuations, and risk flags. One-click PDF.

pdfkitOne-Click
BUILT ON
LangGraphGemini 2.5 FlashChromaStatsBombFastAPINext.js 14Tailwind CSSGoogle AI

Stop Scouting.
Start Knowing.

Built for sporting directors who can't afford to be second.