Architecture case-study blueprint: no deployment results, customer endorsement, or measured improvements are claimed.
Data and operating scope
Agree asset identity, units, calibration versions, sampling behavior, and connectivity constraints.
Deterministic solution
Enforce timestamp and schema rules, buffer within approved limits, and route malformed events.
Agentic solution
Analyze drift patterns and propose contract updates or investigation tasks.
Acceptance evidence
Asset-linkage checks, unit validation, controlled backfill tests, and operations-approved recovery behavior.
Decision boundary
Configuration proposals do not authorize source access. Approved credentials, connector support, execution limits, and replay permissions must be established before pipelines run.