Human Oversight · Software component

Approval Request Batcher

Software componentHuman OversightExperience & Human Oversightarc:ApprovalRequestBatcher

An oversight component that groups similar pending approval requests into consolidated batches so a reviewer can evaluate related items together with bulk actions instead of context-switching between unrelated decisions.

Responsibility. Consolidates similar pending approval requests for batch review.

Also known as: Batch approval, Consolidated review queue

Direct neighbourhood (hover for relationship types)

Relationships

reads dependency

Approval Request Store Ch10.4

sends data to dynamic

Approval Review Console Ch10.4

Design guidance

SHOULD batch approval requests in throughput-critical workflows (batch processing, bulk onboarding, high-volume administration).

Classification

Quality attributes: Performance efficiency (ISO/IEC 25010)Interaction capability (ISO/IEC 25010)
Risks mitigated: Reviewer context-switching overheadApproval backlogs in high-volume workflows

Sources

Ch10.4: T. Nguyen, "Human-in-the-Loop," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.4. ISBN: 9798244538229.