Enterprise AI Implementation and Governance Playbook (Excel XLSX)

BENEFITS OF THIS EXCEL DOCUMENT

1. 64 professional files with 349+ spreadsheet tabs and 2,730+ data rows
2. 210 scored assessment questions across 7 domain areas
3. 9 operational runbooks and checklists ready for immediate use

ARTIFICIAL INTELLIGENCE EXCEL DESCRIPTION

Enterprise AI Implementation and Governance Playbook is an Excel template (XLSX) with a supplemental Zip archive file document available for immediate download upon purchase.

Enterprise AI Implementation and Governance Playbook

64 professional files (6 PDFs + 58 Excel workbooks) | 349+ spreadsheet tabs | 2,730+ rows of structured content | 11 organised folders

Most enterprise AI initiatives stall not because the technology fails, but because the organisation lacks a structured approach to governance, risk alignment, and cross-functional coordination. This playbook gives you the complete operational toolkit to move from AI strategy through to production deployment, with governance guardrails built in from Day 1.

WHAT YOU GET: A THREE-PHASE JOURNEY

Phase 1: Diagnose. Seven domain assessments (30 questions each, 210 total) score your AI maturity across strategy, data readiness, model governance, ethical AI, infrastructure, talent, and operational integration.

Phase 2: Set Goals. Five PM template workbooks with roadmaps, RACI matrices, milestone trackers, risk registers, and stakeholder communication plans.

Phase 3: Implement. Nine operational runbooks and checklists covering model validation, production monitoring, vendor evaluation, responsible AI impact assessments, and more.

7 DOMAIN ASSESSMENTS (210 QUESTIONS)
•  AI Strategy and Business Alignment
•  Data Readiness and Pipeline Architecture
•  Model Development and Validation (aligned to NIST AI RMF, ISO/IEC 42001)
•  AI Ethics, Fairness, and Transparency
•  AI Governance and Risk Management
•  Infrastructure and Scalability
•  Talent, Culture, and Organisational Readiness

9 OPERATIONAL RUNBOOKS
•  AI Use Case Prioritisation and Business Case Template
•  Model Risk Tiering and Governance Classification Matrix
•  Production Model Monitoring and Drift Detection Checklist
•  AI Vendor and Third-Party Model Evaluation Scorecard
•  Responsible AI Impact Assessment Workflow
•  Data Quality Validation and Feature Engineering Checklist
•  AI Governance Committee Charter and Operating Procedures
•  Model Documentation and Audit Trail Template (SR 11-7, ISO 42001)
•  AI Incident Response and Escalation Runbook

WHO THIS IS FOR: Chief AI Officers, Chief Data Officers, Risk and Compliance Leaders, IT Directors, Management Consultants, and Internal Audit Teams.

Aligned with NIST AI RMF 1.0, ISO/IEC 42001, OECD AI Principles, IEEE 7000 series, and the EU AI Act risk classification tiers.

Instant download. Start your first assessment within the hour.

Source: Best Practices in Artificial Intelligence, Agentic AI Excel: Enterprise AI Implementation and Governance Playbook Excel (XLSX) Spreadsheet, Gerard Blokdijk