Entrepreneurs should consider corrective actions when they notice significant discrepancies between their business objectives and the actual performance. Key indicators that corrective actions are necessary include declining sales, increasing operational costs, negative customer feedback, and missed milestones or deadlines. Early detection and prompt action are crucial to mitigating risks and steering the business back on track.