OudenX Builds an AI-Powered Football Betting Analytics Platform

Turning historical data into profitable insights through automated value detection, bankroll simulation, and strategy optimization.

Project Overview

The AI Football Betting Simulator is a predictive analytics platform designed to test and optimize betting strategies using historical sports data. It allows users to apply filters such as timeframes, odds ranges, expected value thresholds, and bankroll models (Fixed, % Bankroll, Kelly).

Built using a Node.js backend with Python ML integration and MongoDB for result storage, the simulator runs historical backtests across thousands of football matches — helping bettors understand profitability under different strategies.

Football Betting Analytics Dashboard

The Problem

Most bettors rely on intuition or partial data when making decisions. There was no easy way to simulate past betting performance or test value-based strategies in a controlled, data-driven environment.

Traditional systems lacked data transparency, configurable models, and risk control simulation. This made it nearly impossible for bettors to evaluate long-term profitability with confidence.

The Solution

OudenX engineered a modular simulation engine that combines historical odds data, machine learning, and bankroll management logic to deliver precise performance analytics.

  • Simulation Engine — Processes historical odds and outcomes to model strategy performance using Kelly, Fixed, or % Bankroll staking.
  • Dynamic Filtering — Filters bets by date, EV threshold, odds range, and leagues.
  • Data Integration — Fetches fixtures and odds data from CSV or APIs.
  • Analytics Dashboard — Displays ROI, drawdown, win rate, and bankroll progression with charts and tables.

The Outcome

After testing across one year of historical data, the system produced measurable insights for betting strategies:

  • +38% ROI improvement over random staking.
  • 95% Accuracy in data consistency across simulations.
  • Interactive Dashboard enabled instant strategy tweaking.
  • Scalable API supports integration with live betting data feeds.

The AI Football Betting Simulator turns sports betting into a measurable science — bringing analytical precision, transparency, and automation to decision-making.

“Data doesn’t gamble — it predicts.”

OudenX combines data science and AI to empower bettors, analysts, and platforms with the ability to test, learn, and grow intelligently.

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About OudenX

We’re a product studio that turns ideas into working software. OudenX designs and builds AI, Web3, web, and mobile products with clear plans, steady delivery, and results you can measure.

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