Flow computers play a crucial role in optimizing production flow rates across several industries such as oil and gas, chemical, and water and wastewater. They gather relevant data from meters and transmit processed information for monitoring and controlling flow parameters. The devices are used for custody transfer, allocation, and automation in pipelines.