For educators and instructors

Where AI Fits: Part 1 in the classroom.

A short, plain-English guide to building an AI workflow students can understand, own, and adapt to their lives.

One afternoon

A short reading with a practical outcome.

Where AI Fits: Part 1 is a 50-some page book about making AI useful in everyday life. It combines a first-generation story with a hands-on method grounded in process, controls, documentation, and knowing when to trust a result.

It works as an assigned reading in introductory accounting, audit, AIS, and business technology courses. No technical background is required.

Three ways to use it

Choose the depth that fits your course.

1. The book report

A modern, plain-language perspective on where a student's degree fits in the AI era.

2. The controls conversation

Pair Chapters 7 through 12 with an internal controls or audit unit to connect AI governance with familiar accounting ideas.

3. The lab

Students build the folder-and-context-file system from Chapter 12 and leave with a practical system of their own.

What students build

A durable workflow, not another app.

  • Project architecture
    A numbered folder system that keeps work understandable and recoverable.
  • Durable context
    A practical way to give AI the right sources, standards, and decisions.
  • Human approval gates
    Clear moments where judgment stays with the person responsible for the work.
  • Conversation to deliverable
    A repeatable path from an idea or chat to useful files and finished work.