The problem of backtesting discrepancies in algo-trading is widespread, suggesting a large market. The MVP could be built relatively quickly by focusing on analyzing historical data and comparing simulated vs. actual trade execution parameters. While some tools exist, a dedicated auditing and real-time monitoring service focused on the specific 'backtest lie' described presents a competitive gap. The core logic is universally applicable to any trading market, making localization straightforward.