Our team of software engineers understand the need for data lakes and warehouses. We have experience in creating data pipelines for pre-processing. Our team can help build you an integrity first data pipeline. More importantly we know that details matter when designing and strructuring algorithms that can copy, clean, or make real time modifications to a data stream with or without noise.