Agentic AI Deployment and Scaling 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

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

Agentic AI Deployment and Scaling Playbook

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

Agentic AI systems that autonomously plan, reason, and execute multi-step tasks represent the most significant architectural shift since cloud computing. But deploying agents in production introduces risks that traditional ML governance was never designed to handle: unbounded action spaces, emergent behaviours, tool-use escalation, and cascading failure modes. This playbook gives you the complete framework to deploy, govern, and scale agentic AI safely.

WHAT YOU GET: A THREE-PHASE JOURNEY

Phase 1: Diagnose. Seven domain assessments (30 questions each, 210 total) evaluate readiness across architecture, safety, governance, infrastructure, human-agent teaming, observability, and scaling.

Phase 2: Set Goals. Five PM template workbooks with deployment roadmaps, capability milestone trackers, autonomous system risk registers, and coordination plans.

Phase 3: Implement. Nine operational runbooks covering agent design patterns, safety testing, production monitoring, and multi-agent scaling.

7 DOMAIN ASSESSMENTS (210 QUESTIONS)
•  Agentic Architecture and Design Patterns (ReAct, function calling, multi-agent topologies)
•  Agent Safety and Guardrails (sandboxing, kill-switches, output validation)
•  Governance and Accountability for Autonomous Systems
•  Infrastructure and Orchestration (memory systems, tool integration)
•  Human-Agent Collaboration and Oversight
•  Observability, Tracing, and Debugging
•  Multi-Agent Scaling and Coordination

9 OPERATIONAL RUNBOOKS
•  Agent Use Case Qualification and Risk Tiering Framework
•  Tool-Use Permission Matrix and Capability Boundary Definition
•  Agent Safety Testing and Red-Teaming Protocol
•  Production Agent Monitoring and Anomaly Response Checklist
•  Human-in-the-Loop Escalation Design Template
•  Agent Memory Architecture and Context Management Guide
•  Multi-Agent Orchestration and Task Delegation Runbook
•  Agent Cost Optimisation and Token Budget Management Worksheet
•  Agent Incident Post-Mortem and Continuous Improvement Template

WHO THIS IS FOR: AI/ML Engineering Leaders, Chief AI Officers, Platform Teams, Risk and Compliance Professionals, Product Managers, and Management Consultants.

Aligned with NIST AI RMF, ISO/IEC 42001, OWASP LLM Top 10, and production patterns from enterprises deploying agent systems at scale.

Instant download. Run your first readiness assessment today.

Source: Best Practices in Artificial Intelligence Excel: Agentic AI Deployment and Scaling Playbook Excel (XLSX) Spreadsheet, Gerard Blokdijk