Agentic AI Reference Architecture

Observability & Evaluation · Software component

Adoption Metrics Tracker

Software componentObservability & EvaluationObservability & Evaluationarc:AdoptionMetricsTracker

An analytics component that computes weekly adoption rate, usage frequency, feature usage, support-ticket trends and user satisfaction for an agent rollout, by user role.

Responsibility. Measures organizational adoption of an agent system over time.

Also known as: Adoption tracking

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Direct neighbourhood (hover for relationship types)

Relationships

reads dependency

writes dependency

receives data from dynamic

monitors assurance

Design guidance

Quantitative guidance

As stated by the sources; verify before use.

Classification

Quality attributes
Interaction capability (ISO/IEC 25010)
Risks mitigated
Unnoticed low adoption in specific rolesUnderused features

Sources

  1. Ref10.04: "Change Management and Organizational Adoption," unpublished reference note (04-Change-Management-Adoption.md), Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam supplementary materials, 2026. unpublished note