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Module 11

AI Business Strategy

Transform any organization with AI at the strategic level

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Lessons

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11.1

AI Readiness Assessment

Locked50 min

11.2

AI Opportunity Identification

Locked45 min

11.3

AI Change Management

Locked40 min

11.4

AI ROI & Business Cases

Locked45 min

11.5

Enterprise AI Architecture

Locked60 min

Expert Lens

Founder

Think like a founder: what user pain, distribution channel, pricing, and retention loop does this AI capability unlock?

Systems

Think like a first-principles systems builder: separate demos from durable products, and measure the bottleneck the model actually removes.

Infrastructure

Think like an AI infrastructure leader: account for data, latency, cost, reliability, evaluation, and deployment constraints before scaling.

Objectives

  • Conduct rigorous AI audits and build transformation roadmaps
  • Deploy AI across entire organizations
  • Measure and communicate AI ROI
  • Lead AI transformation from strategy to execution

Capstone

AI Transformation Blueprint

Complete AI transformation strategy: readiness audit, 3-year roadmap, technology selection, change plan, and ROI projection.

A consultant-grade strategy document ready for C-suite presentation.

Real Examples

  • Map AI opportunities by department and prioritize the ones with a measurable owner, metric, and adoption path.
  • Build a 30-day pilot plan that proves cost reduction, revenue lift, speed improvement, or quality gains.
  • Separate flashy demos from strategic systems that can become durable company advantages.

Mastery Checks

  • Explain the core concept without buzzwords.
  • Build a small working artifact, not just a note or prompt.
  • Define an evaluation rubric and test against at least five edge cases.
  • Estimate operational cost, failure modes, and human review requirements.

Resources

Back to catalog
OpenAI Prompt Engineering GuideOpenAI

Use as the baseline for practical prompting, context design, and structured task instructions.

Anthropic Prompt EngineeringAnthropic

Compare prompting guidance across model families and learn how to evaluate behavior, not just single outputs.

Hugging Face CourseHugging Face

Use this for model, dataset, transformer, and open-source deployment fundamentals.