Quality SLAs

Concepts: paDataQuality

What They Want to Hear 'A data quality SLA is a measurable commitment: this table will be updated by 8 AM, null rate will be under 1%, row count will be within 20% of the 7-day average. I publish these as data contracts between producers and consumers. If the SLA is violated, the data is held and the on-call is paged.' The key insight: SLAs force you to quantify 'good enough' instead of hand-waving.