Shift Left: Unifying Operations and Analytics with Data Products
The need for high-quality business data is greater than ever, so preventing and mitigating bad data—across the entire business—has become a critical capability. Shifting data processing and governance “left” eliminates duplicate pipelines, reduces the risk and impact of bad data at the source, and leverages high-quality data products for both operational and analytical use cases.

The need for high-quality business data is greater than ever, so preventing and mitigating bad data—across the entire business—has become a critical capability. Shifting data processing and governance “left” eliminates duplicate pipelines, reduces the risk and impact of bad data at the source, and leverages high-quality data products for both operational and analytical use cases.