Agentic AI Reference Architecture

Orchestration · Software component

Pipeline Scheduler

Software componentOrchestrationOrchestration & Toolsarc:PipelineScheduler

A scheduling component that triggers ETL pipeline runs at fixed intervals such as hourly or daily.

Responsibility. Starts pipeline runs on a recurring schedule.

Also known as: Scheduled ETL job, Batch job scheduler

triggersis configured byIngestion Pipeline Orchestrator: triggersIngestion Pipeline Orche…Batch Extraction Policy: is configured byBatch Extraction Policy
Direct neighbourhood (hover for relationship types)

Relationships

is configured by structural

triggers dynamic

Classification

Patterns
Scheduled batch extraction

Sources

  1. Ch6.3A: T. Nguyen, "ETL Pipeline Fundamentals," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 6.3A. ISBN: 9798244538229.
  2. 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.