Linear programming is crucial for businesses because it helps in efficient resource allocation. By optimizing the use of resources such as time, labor, and raw materials, companies can achieve their objectives more effectively. LP provides a systematic approach to decision-making, minimizing the risk of errors and maximizing profitability.