AMC Adaptive Data Platform

Data Journey / AI Ingestion

● Live

End-to-end record journey

Platform stages marked Confirmed are backed by current platform evidence. AI stages marked Executed are derived for the selected record from the current canonical contract.

Six AI ingestion stages

AI stage outputs are executed/derived for the selected appointment record. Expand technical evidence only when you need implementation detail.

Canonical / validated record

Apache Iceberg evidence

Amazon Redshift evidence

Standardized analytical layerCertified Redshift snapshot feeding the governed Semantic Layer.
SCHEMATABLERECORDSSTATUS
wms_combinedappointments435CONFIRMED
wms_combinedinventory_current22CONFIRMED
semanticv_workflow_event7,047CONFIRMED

Semantic Layer evidence

Governed analyticsPhysical Redshift schema semantic; certified and consumed by the Dashboard analytical cache.
SCHEMAOBJECTEVIDENCESTATUS
semanticfact_appointment435 appointmentsCONFIRMED
semanticfact_inventory22 inventory rowsCONFIRMED
semanticv_workflow_event7,047 workflow eventsCONFIRMED
semanticv_operational_kpisGoverned KPI viewCONFIRMED
semanticv_dashboard_appointment_baseDashboard consumption viewCONFIRMED
Certified pathRedshift standardized → Semantic Layer → Dashboard/API cached analytical serving.

Serving evidence

TABLESYSTEMRECORDSSTATUS
Dashboard analytical cacheAMC Platform24REDSHIFT
Serving policyWebSocket push memory supplies unlanded live state; cached analytical baseline supplies landed state.

Loading workflow integrity…

Loading event evidence ledger...

Loading sequencing diagnostics...

Loading record-level evidence...