AI Operational Readiness & Governance Toolkit

The AI Operational Readiness & Governance Toolkit is a companion resource to the AI Operational Readiness & Governance Practitioner Guide: From AI Experimentation to Accountable Operations. It provides practical frameworks and templates for translating AI opportunities into governed, evidence-based operating models. The Toolkit supports practitioners across the AI Operational Readiness lifecycle: Discover → Prioritize → Classify → Design → Govern → Evidence → Prepare → Operate. Version 2.0 includes eight practitioner assets: AI Opportunity Discovery Workbook Opportunity Prioritization Matrix AI Use Case Categories Current-State → Future-State Framework Decision Rights Framework Evidence Framework Pilot Readiness Framework AI Opportunity Executive Briefing Together, these resources help teams identify and prioritize AI opportunities, classify capability patterns, design future-state workflows, establish decision rights and authority boundaries, define evidence requirements, assess pilot readiness, and communicate recommendations to executive stakeholders. The Toolkit is designed for practical application alongside the companion Practitioner Guide and includes both PDF and editable PowerPoint formats.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-26
DOI
https://doi.org/10.5281/zenodo.22973253
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

AI Operational Readiness & Governance Toolkit

Chloe C. Devine
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

AI Operational Readiness & Governance Toolkit

Chloe C. Devine
article en

Abstract

The AI Operational Readiness & Governance Toolkit is a companion resource to the AI Operational Readiness & Governance Practitioner Guide: From AI Experimentation to Accountable Operations. It provides practical frameworks and templates for translating AI opportunities into governed, evidence-based operating models. The Toolkit supports practitioners across the AI Operational Readiness lifecycle: Discover → Prioritize → Classify → Design → Govern → Evidence → Prepare → Operate. Version 2.0 includes eight practitioner assets: AI Opportunity Discovery Workbook Opportunity Prioritization Matrix AI Use Case Categories Current-State → Future-State Framework Decision Rights Framework Evidence Framework Pilot Readiness Framework AI Opportunity Executive Briefing Together, these resources help teams identify and prioritize AI opportunities, classify capability patterns, design future-state workflows, establish decision rights and authority boundaries, define evidence requirements, assess pilot readiness, and communicate recommendations to executive stakeholders. The Toolkit is designed for practical application alongside the companion Practitioner Guide and includes both PDF and editable PowerPoint formats.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 7%
Ethics and Social Impacts of AI
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AI Operational Readiness & Governance Toolkit — Chloe C. Devine · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS