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Dynamic Pricing: Real-Time Data Streaming with Apache Kafka and Flink

Kai Waehner

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In the age of digitization, the concept of pricing is no longer fixed or manual. Instead, companies increasingly use dynamic pricing — a flexible model that adjusts prices based on real-time market changes. Data streaming technologieslike Apache Kafka and Apache Flink have become integral to enabling this real-time responsiveness, giving companies the tools they need to respond instantly to demand, competitor prices, and customer behaviors. This blog post explores the fundamentals of dynamic pricing, its link to data streaming, and real-world examples of how different industries such as retail, logistics, gaming and the energy sector leverage this powerful approach to get ahead of the competition.

(Originally posted on Kai Waehner’s blog: “Dynamic Pricing: Real-Time Data Streaming with Apache Kafka and Flink”… Join the data streaming community and stay informed about new blog posts by subscribing to my newsletter. Also make sure to download my free book about data streaming use cases)

What is Dynamic Pricing?

Dynamic pricing is a strategy where prices are adjusted automatically based on real-time data inputs, such as demand, customer behavior, supply levels, and competitor actions. This model allows companies to optimize profitability, boost sales, and better…

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