Data Product

A discoverable, trustworthy, governed, and usable data asset with explicit ownership, consumers, interfaces, and service expectations.

Why it matters

Data Product helps data teams design systems that are reliable, understandable, governable, and efficient at scale.

Design considerations

• Define ownership, contracts, and expected consumers.
• Make failure, replay, compatibility, and observability behavior explicit.
• Measure quality, freshness, cost, and operational burden rather than optimizing only throughput.