Agentic AI Reference Architecture

Observability & Evaluation · Software component

Load Reconciliation Checker

Software componentObservability & EvaluationObservability & Evaluationarc:LoadReconciliationChecker

A post-load verification component that queries the target store and confirms that the persisted record count matches the number of chunks the pipeline loaded.

Responsibility. Detects silent data loss between loader and target store.

Also known as: Completeness check, End-to-end load verification

sends data toreadsis invoked byevaluatesAlert Manager: sends data toAlert ManagerVector Index Store: readsVector Index StoreIngestion Pipeline Orchestrator: is invoked byIngestion Pipeline Orche…Vector Batch Ingestor: evaluatesVector Batch Ingestor
Direct neighbourhood (hover for relationship types)

Relationships

is invoked by dependency

reads dependency

sends data to dynamic

evaluates assurance

Design guidance

Classification

Risks mitigated
Silent data loss where insertions report success but never persist

Sources

  1. Ch6.3B: T. Nguyen, "ETL Worked Example - Load Phase & Pipeline Integration," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 6.3B. ISBN: 9798244538229.