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Ingestion Under Pressure: Scale Is Not Always an Asset
A significant increase in workload can overwhelm a pipeline, particularly when it is designed to process a static amount of input regardless of customer growth. Companies like Podscan must manage the ingestion of a vast number of podcasts daily, meaning their operations are not easily adaptable to fluctuating customer metrics. This creates a challenge unique to those dealing with external data, as the business model does not allow for throttling or delaying processes; timely and comprehensive coverage is essential. The struggles faced by Podscan reflect a broader issue experienced by similar businesses that rely on external data, highlighting the complexities of scaling operations in such environments.