In conclusion, big data analytics is an essential tool for companies looking to thrive in today's competitive business environment. By leveraging big data analytics, companies can gain valuable insights into customer behavior, optimize processes, and reduce supply chain risks. Taking steps to implement best practices for managing supply chain risks, such as creating a risk registry and monitoring day-to-day activities, can help companies recover from disruptions more quickly and maintain their competitive edge