Scout9 Pro: AI-Powered Automated Scouting for Esports Coaches

Source: Dev.to

Overview

In professional esports, coaches spend hours analyzing match data, identifying player tendencies, and developing counter‑strategies. Manual analysis is slow, error‑prone, and often misses hidden patterns.

Scout9 Pro is an AI‑powered system designed to automate scouting for esports coaches. It analyzes historical match data from VALORANT and League of Legends to generate coach‑ready scouting reports that highlight team strategies, key player tendencies, and exploitable weaknesses — all in minutes.

Features

• Automated report generation – produces HTML and PDF reports with visualizations of player and team metrics.
• Modular architecture – ready for expansion to additional games or data sources.
• Rapid insight delivery – saves hours of preparation time and reduces analyst workload.
• Accessibility – provides smaller teams with insights previously available only to top‑tier organizations.

Technology Stack

• Backend: Python, FastAPI, Pandas, NumPy, scikit‑learn
• Frontend: React
• Development tools: JetBrains IDEs + Junie AI Coding Agent (used for refactoring pipelines, validating logic, and generating human‑readable insights)

Sample Reports & Code

Check out the code and sample reports on GitHub:
Scout9 Pro GitHub

Impact

With Scout9 Pro, AI becomes a coach’s best assistant — transforming esports scouting into a fast, accurate, and actionable process.