Architecture case-study blueprint: no deployment results, customer endorsement, or measured improvements are claimed.

Data and operating scope

Inventory datasets, risk measures, reporting dates, permission rules, and downstream exports.

Deterministic solution

Map supported measures and validate user-role access with representative identities.

Agentic solution

Analyze calculation dependencies and propose report consolidation for reviewers.

Acceptance evidence

Role-specific output checks, measure lineage, approved report inventory, and reporting-owner sign-off.

Decision boundary

Visual similarity does not establish metric parity. Converted measures, filter behavior, and access rules require repeatable tests and business sign-off regardless of how they were prepared.