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AI Prompts forManufacturing Success

A practical prompt library for the work behind the factory gates.

By Russell Cummings

700+ prompts shown on the cover13 chapters from the supplied edition
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Task-focused prompts Adapt to your business No coding needed to start

BUILT AROUND YOUR WORK

A practical prompt library for the work behind the factory gates.

Factory performance is shaped by connected decisions: scheduling affects flow, quality affects rework and maintenance affects delivery. This book follows those connections across production efficiency, supply chains, workforce management, assets and costs. It also covers sales, new product development, leadership and scaling systems. Use it to structure an improvement discussion, draft a process or compare options before committing time or capital.

WHAT YOU CAN PUT TO WORK

More than a list of things to ask AI.

01

Investigate bottlenecks, downtime and production-flow issues

02

Structure quality reviews and root-cause questions

03

Explore inventory, procurement and manufacturing-cost trade-offs

04

Draft process outlines and plan practical improvement work

The book supplies starting points. Your business context, follow-up questions and review make the answers useful. It does not run an AI tool or perform the work automatically.

EXPLORE THE BOOK

A chapter for the
challenge in front of you.

Browse the chapter-level table of contents from the supplied May 2025 first edition. The book also contains introductions, supporting material and individual prompt sections.

Chapter sequence follows the supplied book. Punctuation is normalised for this website. Page numbers are omitted because formats and editions may differ.

Table of contents

  1. 01How to Write a Powerful Prompt
  2. 02Improving Production Efficiency
  3. 03Quality Management and Continuous Improvement
  4. 04Supply Chain and Inventory Optimisation
  5. 05Workforce Management and Safety

MAKE YOUR FIRST SESSION USEFUL

Three places to start.

Choose a real task, open the relevant chapter and work with a prompt that fits. These are suggested uses of the book, not promises of a particular result.

CHAPTER 2

Map a production bottleneck and the evidence needed to investigate it

Improving Production Efficiency

Try this starting point
CHAPTER 7

Outline a preventative-maintenance review

Maintenance, Downtime and Asset Management

Try this starting point
CHAPTER 8

Compare the cost drivers behind a product line

Financial Visibility and Cost Control

Try this starting point

TRY THE APPROACH BEFORE YOU BUY

Give the AI a clearer brief.

An illustrative prompt written for this page, based on the book’s themes. It is not a verbatim extract. Replace the bracketed text before using it in your approved AI tool.

Help me map a production bottleneck and the evidence needed to investigate it. Context: [describe your business, the situation and the people involved]. Constraints: [add the time, resources and requirements we must work within]. Ask me three questions to clarify missing information. Then provide a practical first draft with clear headings, recommended next steps and the assumptions I should check. Use a professional, plain-English tone. Do not invent facts or treat unverified information as certain.

You can also select and copy the text above.

FROM THE PAGE TO YOUR PRACTICE

Use one prompt.
Then build a habit.

  1. Choose the chapter that matches your current task.
  2. Add your situation, constraints and desired output.
  3. Use your approved AI tool and ask follow-up questions.
  4. Verify the answer and decide what to use.
  5. Save useful prompts and repeat the process.
Learn the six-element prompt method

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Watch the practical walkthrough, explore free learning resources and find information about future updates.

Watch the book walkthrough Explore free resources About editions and updates
Have engineering, machine-safety and compliance outputs reviewed by competent specialists. AI suggestions are not operating instructions for machinery.
Russell Cummings, author and business coach

THE AUTHOR BEHIND THE LIBRARY

Business experience.
Practical questions.

Russell Cummings brings more than 40 years of work with business owners and leaders to the Focused Execution resources. These books apply that practical approach to asking better questions and turning useful answers into action.

Meet Russ

BEFORE YOU CHOOSE

A few useful answers.

YOUR NEXT USEFUL STEP

Put better questions
to work.

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