AI Prototyping for Business Teams

This path teaches non-technical professionals how to build concrete things — working prototypes, professional presentations, interactive dashboards, client deliverables — using AI tools, without having to wait for a developer or designer. The mindset shift at the core of this path: you are no longer a person who writes specs and waits — you are a person who builds drafts and iterates. Each module is built around a realistic project that Andy builds from start to finish on video. Participants follow along using the same tools and inputs. Projects span different industries — tech, consulting, fi...

Skill objectives

Chapter 01

The Prototyping Mindset

The reframe module. Move from a person who writes specs and waits to a person who builds drafts and iterates.

Video11min

The Prototyping Mindset

Watch how the shift from writing specs to building drafts and iterating changes the way you work. 

Chapter 02

Rapid Document and Content Creation

Build polished documents, briefs, and content quickly using AI as a drafting partner.

Video5min

Rapid Document and Content Creation

Build polished documents, briefs, and content quickly using AI as a drafting partner. 

Chapter 03

Presentations and Slide Decks

Build a complete strategic presentation from raw inputs in under 60 minutes — narrative arc, data visualizations, and a refined deck.

Video16min

Presentations and Slide Decks

Build a complete strategic presentation from raw inputs in under 60 minutes — narrative, visuals, and deck. 

Chapter 04

Interactive Prototypes and Product Demos

Turn user needs into working prototypes using Lovable, Claude Artifacts, v0, and Replit. Choose the right tool for each job.

Video22min

Interactive Prototypes and Product Demos

Use Lovable, Claude Artifacts, v0, and Replit to turn user needs into working prototypes. 

Chapter 05

Dashboards, Data, and Operational Tools

Move from structured information to decision systems: dashboards, client reports, internal operational tools, and automated weekly workflows.

Video7min

Dashboards, Data, and Operational Tools — Intro

Why this module matters: moving from structured information to decision systems. 

Video5min

Thinking About Data Before Building

Plan your data model and audience before opening any tool. 

Video2min

Building the Executive Dashboard in Claude Artifacts

Build an executive dashboard from raw data using Claude Artifacts. 

Video5min

Client Reports: Same Data, Different Audience

Reframe the same data set for a client-facing report with the right tone and emphasis. 

Video5min

Building an Internal Operational Tool with Replit

Replace a monster spreadsheet with a real internal tool — table, filters, Kanban, CSV export. 

Video6min

Automating the Weekly Report Workflow

Reusable prompt templates and a prompt library to process fresh data every week. 

Chapter 06

Putting It All Together: The AI-Powered Workflow

Recap the full toolbox and how to combine these tools in your daily work.

Video6min

Putting It All Together: The AI-Powered Workflow

Recap the full toolbox and how to combine these tools in your daily work. 

Chapter 07

Final Assessment

Put your knowledge to the test. Complete an interview with a senior PM/innovation leader to demonstrate your understanding of AI prototyping tools and workflows.

Skills: Prototyping with AI Tools, Generative AI Tools

AI Simulation1hAssessment

AI Prototyping Adoption — PM Interview

Discuss your understanding of AI prototyping tools with a senior innovation leader. Answer situational questions about choosing tools, structuring deliverables, and applying AI to real business scenarios. 