Political campaigns struggle to optimize fundraising allocation and predict ROI on candidate investments

Democratic operatives and campaign managers lack clear frameworks to determine optimal funding distribution across candidates and races, leading to post-election regret about missed opportunities. Campaign strategists cannot accurately predict which investments would have changed electoral outcomes, forcing them to make high-stakes budget decisions with incomplete data and hindsight bias.