Curated by McKinsey-trained Executives
The 90-Day Agentic AI Readiness Framework
Transform Your Business Into an AI-Driven Enterprise in 90 Days
AI is no longer experimental. It is operational.
The only question is whether your organization will lead—or struggle to catch up.
Agentic AI is redefining how businesses operate, compete, and scale. Companies that move early are building structural advantages that compound over time. Those that hesitate risk permanent competitive gaps.
Most organizations are running pilots.
Few are scaling.
Almost none are strategically ready.
The 90-Day Agentic AI Readiness Framework was built to change that.
A Strategic Blueprint for Real Execution
This is not another high-level AI overview.
It is a disciplined, executive-ready implementation framework designed to move your company from exploration to operational AI in 90 days.
Built for CEOs, CIOs, COOs, strategy leaders, and transformation teams, this framework connects AI directly to measurable business outcomes.
No hype.
No vague innovation language.
No endless experimentation.
Just structured execution.
Why Agentic AI Is a Turning Point
Traditional AI analyzes.
Agentic AI acts.
It plans.
It executes workflows.
It integrates with business systems.
It collaborates with teams.
Organizations deploying agentic systems are already seeing:
• Significant operational efficiency gains
• Reduced overhead and optimized costs
• Faster product and service delivery
• New AI-enabled revenue streams
• Continuous, always-on workflows
This is not incremental improvement.
It is operational redesign.
What Makes This Framework Different
Most AI resources focus on technology.
This framework focuses on transformation.
It aligns leadership.
It embeds governance from day one.
It prioritizes high-impact use cases.
It builds scalable architecture.
It connects every initiative to ROI.
Every phase is structured to ensure strategic clarity, technical feasibility, and measurable impact.
The 90-Day Path to Operational AI
In 90 days, your organization can move from uncertainty to execution.
By the end of the journey, you will have:
• A clearly defined AI strategy aligned with corporate objectives
• Prioritized, high-impact use cases
• Operational AI agents embedded in business workflows
• Governance and risk controls integrated into your operating model
• Defined performance metrics and ROI tracking
• A roadmap for continued expansion
This is transformation you can present to your board with confidence.
Designed for Serious Leaders
The 90-Day Agentic AI Readiness Framework™ is built for:
• Enterprise executives
• Growth-stage companies
• Digital transformation leaders
• Innovation and strategy teams
• Organizations seeking long-term competitive advantage
If your goal is to reduce operational friction, increase execution speed, and build a durable edge, this framework delivers the structure to do it responsibly and effectively.
Built-In Governance and Risk Management
AI without oversight creates exposure.
This framework integrates:
• Clear governance models
• Risk management controls
• Human-in-the-loop safeguards
• Monitoring and accountability mechanisms
You move quickly—without compromising compliance, security, or trust.
From Pilot to Scaled Impact
Many companies stall after a successful prototype.
This framework prevents that.
It ensures:
• Replicable deployment models
• Cross-functional alignment
• Enterprise-ready architecture
• Performance tracking tied to financial impact
• Long-term capability building
The result is not a one-off AI project.
It is an evolving AI-powered organization.
The Strategic Cost of Waiting
AI adoption is accelerating across industries.
Organizations that operationalize early gain compounding advantages:
better data, better decisions, faster execution, stronger margins.
Those that delay face increasing catch-up costs and shrinking strategic flexibility.
The next 90 days will pass regardless.
The only question is what your organization will look like at the end of them.
Table of Contents
PART I – Foundations of Agentic AI Readiness
Chapter 1: Understanding Agentic AI
• What Is Agentic AI vs. Traditional AI
• Core Capabilities: Autonomy, Planning, and Tool Use
• Business Implications of AI Agents
Chapter 2: The Business Case for Agentic AI
• Competitive Advantage and Market Shifts
• Cost Optimization and Productivity Gains
• Innovation Acceleration and New Revenue Streams
Chapter 3: Organizational Readiness Assessment
• Leadership Alignment and Vision
• Digital Maturity and Data Infrastructure
• Cultural and Change Readiness
Chapter 4: Governance and Risk Foundations
• AI Governance Models
• Risk Management and Compliance
• Ethical and Responsible AI Principles
Chapter 5: Designing the 90-Day Roadmap
• Defining Outcomes and Success Metrics
• Prioritizing Use Cases
• Building the Execution Timeline
PART II – Strategic Alignment & Architecture (Days 1–30)
Chapter 6: Strategic Alignment Sprint
• Executive Sponsorship and Steering Committee
• Defining Business Objectives
• Aligning AI Strategy with Corporate Strategy
Chapter 7: Use Case Identification & Prioritization
• High-Impact Use Case Discovery Workshops
• Feasibility vs. Impact Scoring
• Quick Wins vs. Transformational Bets
Chapter 8: Technical Architecture Blueprint
• Data Architecture Requirements
• Model Selection and LLM Integration
• Tooling, APIs, and Agent Frameworks
Chapter 9: Data Readiness & Infrastructure
• Data Quality and Accessibility
• Security and Privacy Foundations
• Cloud and Compute Considerations
Chapter 10: Risk & Governance Activation
• Policy Creation and Approval Workflows
• Human-in-the-Loop Controls
• Monitoring and Audit Mechanisms
PART III – Build & Pilot Phase (Days 31–60)
Chapter 11: Designing the First Agent
• Defining Agent Objectives and Boundaries
• Prompt Engineering and System Design
• Memory, Tools, and Action Capabilities
Chapter 12: Prototyping & Rapid Iteration
• Agile AI Development Methods
• Testing and Evaluation Frameworks
• Feedback Loops and Iterative Refinement
Chapter 13: Integration into Business Workflows
• Embedding Agents into Existing Systems
• API and Process Integration
• Cross-Functional Collaboration
Chapter 14: Performance & Risk Monitoring
• KPI Tracking and Benchmarking
• Failure Modes and Safeguards
• Escalation and Human Oversight
Chapter 15: Change Management During Pilots
• Training and Enablement
• Communication Strategy
• Managing Resistance and Adoption Barriers
PART IV – Scale & Operationalize (Days 61–90)
Chapter 16: Scaling Successful Pilots
• Replicability Across Departments
• Automation of Deployment Pipelines
• Scaling Infrastructure Securely
Chapter 17: Operating Model Transformation
• Redefining Roles and Responsibilities
• AI-Augmented Teams
• Performance Management Evolution
Chapter 18: Enterprise AI Governance at Scale
• Continuous Risk Monitoring
• Regulatory Adaptation
• Responsible AI Reporting
Chapter 19: Measuring Business Impact
• ROI Calculation Models
• Productivity and Efficiency Metrics
• Innovation and Strategic KPIs
Chapter 20: Building Long-Term AI Capability
• Talent Strategy and Upskilling
• AI Centers of Excellence
• Partner Ecosystem Development
PART V – Sustained Advantage & Future Evolution
Chapter 21: Continuous Optimization
• Model Updates and Retraining
• Agent Performance Tuning
• Feedback-Driven Improvement
Chapter 22: Multi-Agent Systems & Advanced Architectures
• Orchestrating Multiple Agents
• Autonomous Workflows
• Human–Agent Collaboration Models
Chapter 23: Competitive Positioning with Agentic AI
• Industry-Specific Differentiation
• Platform vs. Product Strategies
• Ecosystem Dominance
Chapter 24: Innovation & New Business Models
• AI-Enabled Services
• Subscription and Outcome-Based Models
• Data Monetization Strategies
Chapter 25: The Future of Autonomous Enterprises
• AI-First Organizational Design
• Ethical Frontiers and Societal Impact
• Preparing for the Next 90 Days
Lead the Shift
The 90-Day Agentic AI Readiness Framework gives you:
• Clarity
• Structure
• Execution discipline
• Measurable business impact
• A foundation for long-term AI leadership
This is not about experimenting with AI.
It is about architecting the future of your enterprise.
If you are ready to move from interest to implementation, the roadmap is here.
The time to operationalize AI is now.
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Source: Best Practices in Agentic AI Word: 90-Day Agentic AI Readiness Framework Word (DOCX) Document, SB Consulting
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