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Business

AI-Powered Product Innovation

12 modules · Opportunity sizing, trust, augmentation, responsible AI, capstone

12 modules · EN / ES / VI
AI-Powered Product Innovation
A practical 12-module program that equips product leaders, managers, designers and founders to make confident AI product decisions — from spotting viable opportunities and managing trust and risk, to building differentiated, responsible AI products and validating them with generative-agent user simulation.

Curriculum

What you will learn

  1. 01

    AI Foundations for Product Decision-Makers

    What modern AI can and cannot do for products.

    Public (anyone, no login)
  2. 02

    How Modern AI Actually Works

    How LLMs represent, reason and generate — without the hype.

    Public (anyone, no login)
  3. 03

    Your AI Advantage: Where AI Helps vs Hurts

    Sort problems by fault tolerance and trust dynamics.

    Public (anyone, no login)
  4. 04

    Risk, Trust & Fault Tolerance

    Re-architect high-risk problems into safer flows.

    Public (anyone, no login)
  5. 05

    Replace or Augment Humans

    Why intelligence augmentation wins more often.

    Public (anyone, no login)
  6. 06

    Building Differentiated AI Products

    Beat the default pull back to generic AI tools.

    Public (anyone, no login)
  7. 07

    Adoption, Habits & Switching Costs

    What drives lasting adoption of AI products.

    Public (anyone, no login)
  8. 08

    Responsible AI Product Development

    Ethical and social factors that decide success.

    Public (anyone, no login)
  9. 09

    Ethics Review & Early Risk Detection

    A structured review process for early-stage projects.

    Public (anyone, no login)
  10. 10

    Conversational & Chatbot UX

    Design for trust, transparency and social response.

    Public (anyone, no login)
  11. 11

    Simulating Users with Generative Agents

    Architecture, reliability and limits of agent simulation.

    Public (anyone, no login)
  12. 12

    Capstone: From Opportunity to Validation

    Apply the whole framework end-to-end on a real idea.

    Public (anyone, no login)

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