Start with managed services for standard components like message queues and storage, then build custom logic only where your business requirements differ significantly from available solutions. The operational complexity of distributed streaming systems usually outweighs the benefits of custom implementations. Consider how to cut your Splunk bill by leveraging platforms designed for cost-effective real-time processing.