data pipelines

Request-shaped SLIs quietly fail on data platforms. The strong answer defines freshness, completeness and deadline SLIs on consumer-visible artifacts, not job success rates.

Before blaming the model, check whether it is being fed the same thing it was trained on. Most of the gap is a pipeline difference, and pipeline differences are a platform problem with a platform fix.