What business use case are you referring to, and what systems are available to support it?
💡 Model Answer
If you’re referring to a business use case like real‑time inventory management, the system could involve Kafka for ingesting sales and restock events, a stream processor (Kafka Streams or Flink) to maintain current inventory counts, and a data warehouse (Snowflake or Redshift) for reporting. The available systems include Kafka, AWS Glue for batch ETL, Snowflake for analytics, and monitoring tools like Prometheus. The choice depends on latency requirements, data volume, and existing infrastructure.
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