Topic: `data-pipeline-maintenance`

13 entries tagged data-pipeline-maintenance.

Rules (4)

rule Rule: three thresholds before claiming an information edge — volume to clear noise, clean data, an actual decision someone will act on (and timeliness before commoditisation)
rule R4 — Budget 20-30% of build effort annually for maintenance from day one; assign a metric-definitions owner; audit quarterly and archive any dashboard unopened in 30+ days
rule R5 — Budget for pipeline maintenance from day one; if the client can't commit to upkeep, rent the managed version instead of building one
rule R4 — Commit to a documented input-refresh schedule before shipping any customer-facing calculator; if you won't, don't ship it

Reference entries (9)