Architecture case-study blueprint: no deployment results, customer endorsement, or measured improvements are claimed.
Data and operating scope
Select ETL definitions, asset reference versions, unit conversions, and shift boundary examples.
Deterministic solution
Translate approved transformation patterns and test unit conversion and event-time rules.
Agentic solution
Investigate embedded assumptions and propose target transformations for engineer review.
Acceptance evidence
Shift-boundary tests, unit-conversion checks, lineage mappings, and signed-off exception handling.
Decision boundary
Approved rule execution can be repeatable for the same versioned inputs and settings. Agent-generated proposals can vary and must pass the same regression and business acceptance gates.