Scaled Agile DevOps Maturity Framework

SADMF Documentation, Operations, and Governance Management Authority

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Table of Contents

Scaled Agile DevOps Maturity Framework

Scaled Agile DevOps Maturity Framework: The SADMF Accredited Facilitator’s Guide to Organizational Transformation
Foundations — Understanding the Framework You Are Selling
What Is SADMF and Why Does Every Organization Need It?
The Twelve Principles: The Philosophical Foundation
The Big Picture: Orienting Leaders to the Full Framework
Organizational Architecture — Building the Right Structure
The Three Systems: Organizing Authority, Accountability, and Delivery
The Leadership Layer: Command-and-Control Roles
Product and Strategy Roles: Governing the Backlog
Engineering Roles: Specialists, Not Generalists
Review and Governance Bodies: The Oversight Architecture
The Delivery Engine — The DevOps Release Convoy
Convoy Fundamentals: Architecture and Philosophy
Planning the Voyage: Five Days That Set the Next Two Years
The Voyage: Executing the Convoy
Beyond the Convoy: Recovery, Innovation, and Scale
Mandatory Practices — The Operational Toolkit
Delivery Practices: How Code Actually Ships
Planning and Tracking Practices: Precision as a Discipline
Quality and Documentation Practices: Assurance at Scale
Measurement and Consequences — The Accountability Engine
The Ten Metrics: What Gets Measured Gets Managed
PeopleWare HR as a Service: Closing the Accountability Loop
The Certification Pathway — Building a Certified Workforce
Certification Pathways
DEPRESSED: Feature Team Certification
AI Enablement — Scaling SADMF with Artificial Intelligence
The AI Governance Framework
AI Agent Role Replacement Certifications: The Path to SINGULARITY
Running Your Engagement — The SAD AF Playbook
Engagement Architecture: Structuring a Transformation from Day One
Common Objections and Their Approved Responses
Facilitating Key Ceremonies: Scripts and Agendas
Measuring Your Engagement’s Success
Proof Points — Transformations in the Wild
Case Studies from the Field
Appendix D: The Scaled Agile DevOps Accredited Facilitator’s Facilitation Playbook
Appendix E: SADMF Ceremony Repository
Appendix F: SADMF Role Reference
Appendix G: SADMF Metrics Reference
SADBOK Glossary: Key Terms for the Scaled Agile DevOps Accredited Facilitator
- A
- B
- C
- D
- E
- F
- G-H
- I
- L
- M
- N
- P
- R
- S
- T
- U-W

Scaled Agile DevOps Maturity Framework/The AI Governance Framework

The AI Governance Framework

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21.1 The Core Risk: Enterprise Coherence Degradation

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21.2 The Centralized AI Generation Function: One Function, All AI

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21.3 Prompt Operating Procedures (POP-Ops): The Enterprise Prompt Standard

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21.4 Environment Access Governance: Restricting AI to Non-Production

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21.5 Change Approval Board Processing for AI Changes: Full Review, Every Time

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21.6 The Fully Documented Requirements Package: Freezing Requirements Before AI Engagement

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21.7 End-of-Cycle Integration Events: Consolidating AI Output at Cycle End

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21.8 Legacy Architectural Integrity: Keeping AI Within Existing Systems

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21.9 High-Risk Backlogged Strategic Epics: Using AI to Accelerate Deferred Work

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21.10 Code Volume Productivity: The Primary KPI of the EAIEF™

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21.11 The Manual Test Operations Center: Preserving Independent Validation

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Facilitation Notes

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In this chapter

The AI Governance Framework
21.1 The Core Risk: Enterprise Coherence Degradation
21.2 The Centralized AI Generation Function: One Function, All AI
21.3 Prompt Operating Procedures (POP-Ops): The Enterprise Prompt Standard
21.4 Environment Access Governance: Restricting AI to Non-Production
21.5 Change Approval Board Processing for AI Changes: Full Review, Every Time
21.6 The Fully Documented Requirements Package: Freezing Requirements Before AI Engagement
21.7 End-of-Cycle Integration Events: Consolidating AI Output at Cycle End
21.8 Legacy Architectural Integrity: Keeping AI Within Existing Systems
21.9 High-Risk Backlogged Strategic Epics: Using AI to Accelerate Deferred Work
21.10 Code Volume Productivity: The Primary KPI of the EAIEF™
21.11 The Manual Test Operations Center: Preserving Independent Validation
Facilitation Notes