Managing the Machine

A field guide for people leaders

Managing the Machine

How to lead, adapt, and thrive in the age of artificial intelligence.

AI is showing up in your team’s work, whether or not anyone handed you a plan for it. This is a plain-language guide for the managers who have to make it work day to day, and it comes with three free tools you can use today.

Kindle and paperback · From White Pine Publishing

Cover illustration: a manager with a tablet stands beside a large, friendly robot head, working on it together.

Free companion tools

Put the book to work

Each tool takes one idea from the book and turns it into something you can use with your own team. They’re free, there’s no account to create, and you see your result right away.

About you

The Decision Line

Ten workplace scenarios about the moment an AI score or recommendation lands in front of you. You’ll see how much you hand off, how open you are about it, and get a one-page plan to go with your result.

You’ll land on one of four patterns

  • The Bottleneck
  • The Line-Setter
  • The Hands-Off
  • The Quiet Operator

10 scenarios · About 5 minutes

Find your Decision Line

About a task

Can I AI?

Name a task from your team’s list and answer five questions. It weighs how routine the task is against how much it needs a person, then gives you a verdict. Sort a few and they build into a map of your workflow.

Every task gets one of three verdicts

  • Automate
  • AI-Assist
  • Keep Human

5 questions per task

Sort a task

About a rollout

AI Guardrails

Pick an AI use you’re considering and answer nine short prompts. You get one page you can print and put in front of your team, with a launch checklist and three questions to talk through together.

Your page lists

  • What could go wrong
  • Guardrails
  • Owners
  • Review dates

9 prompts · About 5 minutes

Build your guardrails page

They work in any order. If you’d like a path, start with The Decision Line to see your own habits, then run a real task through Can I AI? When a task turns out to be a fit for AI, it hands you straight to AI Guardrails with that task filled in.

Cover of Managing the Machine: How to Lead, Adapt, and Thrive in the Age of Artificial Intelligence

The book

Managing the Machine

How to Lead, Adapt, and Thrive in the Age of Artificial Intelligence

“AI works more like a GPS than an autopilot: it offers routes and insight, but the leader still decides where to go.”

From Chapter 1

Somewhere between a new tool landing on your team and the first hard question about what it means for their jobs, you became the person who has to make AI work. Most of us got there without a playbook.

That’s the gap this book is written for. It covers pairing your team’s judgment with what AI does well, rolling out new tools without losing trust, staying fair when an algorithm has a say, and making decisions with data instead of handing them over to it.

Written for
Managers, directors, and VPs leading a team through AI at work.
Background needed
None. It’s written in plain language, with the buzzwords left out.
Inside
Eight chapters, with reflection prompts and things to try with your team.

What’s inside

  1. The New Leadership Landscape: AI in the Workplace
  2. Understanding the Human-AI PartnershipFree tools:The Decision LineCan I AI?
  3. The Empathetic AI Leader
  4. Ethical Leadership in the Age of AlgorithmsFree tool:AI Guardrails
  5. Strategic AI Implementation: From Vision to Practice
  6. Empowering Teams for the AI Era
  7. AI-Driven Decision-Making and the Role of the Manager
  8. Sustaining High-Performing, Inclusive Organizations Through AI

Introduction

The opening

It’s Monday morning, and you’re staring at your calendar. Another meeting notification pings for your attention. Your team is spread across kitchen tables and office cubicles, juggling video calls, Slack threads, and whatever communication tool your company has settled on this quarter. You’re expected to deliver results, guide people through change, and stay the steady hand while new technology reshapes everything from project planning to performance reviews. Somewhere between coaching an employee who wonders if a chatbot will take their job and wrestling with an “ethical approval workflow” nobody quite trusts, you realize something: leading right now isn’t covered in any management playbook you’ve read before.

That’s why this book exists. It’s a field guide for managers, directors, VPs, and executives steering teams through digital change and the unpredictable rollout of artificial intelligence at work. Inside, you’ll find frameworks for introducing new technology, ways to keep your team steady under pressure, and language for the harder conversations about ethics and trust. The aim isn’t just to help you keep up. It’s to help you build a culture where technology backs up your people instead of crowding them out.

The anxieties are real, and we’re not going to pretend otherwise. You might worry that automation threatens jobs, including your own. You might worry your team will fall behind as tools change faster than anyone can learn them. The ethical questions can feel murky, and resistance often shows up the moment someone says “AI” out loud. If a phrase like “machine learning” makes your eyes glaze over, you’re in good company. This book doesn’t assume you’re a data scientist or a true believer in the tech. It meets you where you are, in plain language, with stories that make room for both hope and hesitation.

Next in the series

More on working with AI

Managing the Machine is the first book in this series. There’s no date for the next one yet. Leave your email and you’ll get one message when it’s out.