Learning Roadmap

AI for Business Leaders — 6-Week Roadmap

For: CEOs, VPs, directors, and senior managers who need to understand AI strategically and lead AI adoption in their organizations.6 weeks
1

Week 1: AI Literacy for Leaders

Milestones

  • Can explain LLMs, generative AI, and machine learning in plain business language
  • Understand what AI can and cannot do today versus common misconceptions
  • Completed 10 hands-on prompts to experience AI capabilities firsthand
  • Can evaluate AI vendor claims with healthy skepticism

Resources

  • What Is an LLM? (Glossary)
  • AI for Business (Topic Hub)
  • Prompt Engineering Basics (Tutorial)
  • McKinsey State of AI Report
2

Week 2: Strategic Planning with AI

Milestones

  • Used AI to analyze a competitive landscape and generate strategic insights
  • Created a SWOT analysis with AI assistance for your business unit
  • Can identify which business functions have the highest AI ROI potential
  • Drafted an initial AI opportunity assessment for your organization

Resources

  • AI for Strategic Planning (Topic Deep-Dive)
  • AI Strategy Framework (Tutorial)
  • Competitive Analysis with AI (Tutorial)
  • Harvard Business Review AI Strategy Collection
3

Week 3: AI for Decision-Making and Analysis

Milestones

  • Used AI to synthesize a complex report into executive-ready insights
  • Had AI model multiple scenarios for a business decision
  • Can articulate the difference between AI-assisted and AI-automated decisions
  • Created a decision framework for when to trust AI recommendations

Resources

  • AI for Risk Assessment (Topic Deep-Dive)
  • AI for Board Reporting (Topic Deep-Dive)
  • Data-Driven Decision Making with AI (Tutorial)
  • AI Decision Framework Template
4

Week 4: Building Your AI Business Case

Milestones

  • Calculated potential ROI for 3 AI use cases in your organization
  • Identified quick wins versus strategic AI investments
  • Drafted a pilot proposal for your highest-priority AI initiative
  • Understand build versus buy trade-offs for AI solutions

Resources

  • AI ROI Calculator (Tool)
  • AI Pilot Program Template
  • AI for Business (Topic Hub)
  • Deloitte AI Business Case Framework
5

Week 5: Leading AI Adoption

Milestones

  • Created an AI usage policy draft for your team or organization
  • Identified AI champions and early adopters in your organization
  • Developed a change management plan for AI tool rollout
  • Can address common employee concerns about AI displacement

Resources

  • AI Ethics & Responsible Use (Topic Hub)
  • Change Management for AI Adoption (Tutorial)
  • AI Policy Templates for Organizations
  • Leading Through AI Transformation Guide
6

Week 6: AI Governance and Scaling

Milestones

  • Established AI governance principles for your organization
  • Created a 90-day AI adoption roadmap with measurable KPIs
  • Can evaluate AI vendors and tools against organizational requirements
  • Presented your AI strategy to at least one stakeholder group

Resources

  • AI Governance Framework (Tutorial)
  • AI Vendor Evaluation Checklist
  • NIST AI Risk Management Framework
  • Scaling AI Across the Enterprise Guide

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