Agentic AI Reference Architecture

Knowledge & Data · Software component

Knowledge Gap Detector

Software componentKnowledge & DataKnowledge & Dataarc:KnowledgeGapDetector

A curation component that detects cases where symbolic knowledge is missing or inconsistent and requests targeted human input to grow the knowledge base incrementally.

Responsibility. Detects missing or inconsistent symbolic knowledge and requests expert input.

Also known as: Active learning for knowledge growth, Automated inconsistency detection

auditsescalates toKnowledge Graph Store: auditsKnowledge Graph StoreDomain Expert Annotator: escalates toDomain Expert Annotator
Direct neighbourhood (hover for relationship types)

Relationships

escalates to dynamic

audits assurance

Classification

Patterns
Incremental knowledge growth via active learning
Risks mitigated
Knowledge base coverage gapsInconsistent rules after domain change

Sources

  1. Ch5.13: T. Nguyen, "Hybrid Decision Systems Fundamentals," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 5.13. ISBN: 9798244538229.