From Copilot to Commander: A Framework for Classifying Agentic AI Adoption Maturity in Enterprises

This working paper proposes the Agentic AI Adoption Architecture (4A) Framework — a staged typology classifying enterprise agentic AI deployments across four configurations: Augmentor, Copilot, Delegate, and Commander — defined by autonomy level, domain risk, and governance readiness. The paper introduces the concept of the Agent Governance Artifact (AGA), an organizational instrument that encodes context, entitlements, and accountability boundaries into agent behavior. Drawing on an anonymized practitioner case, the paper demonstrates that advancing agentic AI maturity is fundamentally an organizational challenge requiring purpose-built governance architecture. The 4A Framework and AGA concept are original contributions of the author. Target venue: Business Horizons (Elsevier).

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-11
DOI
https://doi.org/10.5281/zenodo.20116423
Primary Topic
Ethics and Social Impacts of AI
Type
preprint
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preprint

From Copilot to Commander: A Framework for Classifying Agentic AI Adoption Maturity in Enterprises

Satya Kiran Cherukuri Cherukuri
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
preprint

From Copilot to Commander: A Framework for Classifying Agentic AI Adoption Maturity in Enterprises

Satya Kiran Cherukuri Cherukuri
preprint en

Abstract

This working paper proposes the Agentic AI Adoption Architecture (4A) Framework — a staged typology classifying enterprise agentic AI deployments across four configurations: Augmentor, Copilot, Delegate, and Commander — defined by autonomy level, domain risk, and governance readiness. The paper introduces the concept of the Agent Governance Artifact (AGA), an organizational instrument that encodes context, entitlements, and accountability boundaries into agent behavior. Drawing on an anonymized practitioner case, the paper demonstrates that advancing agentic AI maturity is fundamentally an organizational challenge requiring purpose-built governance architecture. The 4A Framework and AGA concept are original contributions of the author. Target venue: Business Horizons (Elsevier).

Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
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