Scenarios

Here are some scenarios to consider:

• Customer behavior analytics: Analyze browsing and shopping trends, provide customized ads and offerings, and offer dynamic pricing
• Detect fraud: Monitor credit card transactions in real time to detect fraud patterns and prevent them from happening
• Predictive maintenance: Analyze data from machine sensors and detect future failures, provide better customer service, and adhere to uptime service-level agreements

Many other sectors, such as agriculture, retail, and smart city projects, can use real-time analytics to analyze streaming data to optimize their business and operations.

This brings us to the end of this architectural pattern. Now, let’s summarize what we’ve learned.