Find the Bottleneck in a Sync Queue
Identify and improve the limiting constraint in a reverse-ETL activation process.
Reverse-ETL cycle time is stuck at 18 days despite faster SQL development. Theory of Constraints: identify, exploit, subordinate, elevate, repeat Adding engineering capacity to a process constrained by admin review creates more queued work. Before Hire another analytics engineer and build more mappings in parallel. After Standardize the destination-review packet, batch admin review, and only start builds with complete approval inputs. Identify Median stage times: intake 1 day, modeling 3 days, QA 2 days, destination-admin review 8 days, rollout 4 days. The constraint is review, not modeling. Exploit Create a review packet: field purpose, object, permissions, PII status, rollback, sample…
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