Use artificial intelligence in procurement Without Waiting for the Vendor Demo to Tell You What It Does
Written by Marc Kloepfel after nearly 25 years and more than 1,000 procurement optimization projects, this e-book explains what AI actually changes in sourcing, supplier management and decision-making. It covers the AI types used in procurement, the tools on the market today, a full chapter of ChatGPT prompts, and the barriers that stop implementation from working.
Instant download · PDF · 72 pages · Lifetime access
Procurement has the data.
It rarely has the time, or the method, to use it.
The gap between AI as a vendor claim and AI as a working procurement capability
This e-book explores how AI is changing the way procurement professionals operate. Through practical examples and real use cases, it shows how sourcing, supplier management and decision-making improve when the analysis is no longer limited by how many hours a team has.
It starts with the fundamentals: what AI in procurement means across industries, which functions are genuinely aided by it, and which of the long-standing problems in the function it actually solves. From there it moves through the AI types used in procurement and the benefits and challenges of integrating them.
The tools get their own treatment. Chapter five reviews the top AI tools used in procurement, chapter six gives a detailed look at ChatGPT prompts for procurement, and chapter ten closes with use cases of ChatGPT in supply chain management, so the guidance ends in work you can run this quarter.
It is honest about the hard part too. Barriers to implementing AI in the supply chain are covered directly, along with practical ways to manage the organizational change, because the technology is rarely the reason an AI programme fails.
AI that fits the function
Supplier evaluation, spend analysis and forecasting explained as AI applications, not as a general-purpose technology overview.
ChatGPT, with prompts
A full chapter on ChatGPT prompts for procurement, covering document automation, supplier communication and contract intelligence.
The tools, weighed
The top AI tools used in procurement, and a chapter on the pros and cons of AI-enabled sourcing tools specifically.
Barriers named
The roadblocks to implementation across the supply chain, and how to manage the organizational change behind them.
Seventy-two pages, from what AI in procurement is
to the prompts you can run tomorrow
Ten chapters and a conclusion, exactly as listed in the book's own contents table. Chapters five and six carry the tools and the ChatGPT prompts; chapter nine covers why implementations stall.
Introduction to AI in Procurement (pages 1-3)
How AI impacts procurement processes across industries, and what changes in the function when analysis stops being the constraint.
Functions of Procurement Aided by AI and the Challenges Being Solved (pages 4-12)
Where AI is applied across the procurement process, and which of the function's persistent problems it addresses.
AI Types in Procurement (pages 13-18)
The categories of AI actually used in procurement, and what each one is suited to.
Benefits and Challenges of AI Integration in Procurement (pages 19-25)
How AI improves efficiency and accuracy, set against the integration challenges that come with adopting it.
Top AI Tools Used in Procurement (pages 26-32)
Real-world examples of the AI tools driving smarter sourcing, including ChatGPT.
A Detailed Insight into ChatGPT Prompts for Procurement (pages 33-43)
How ChatGPT contributes to document automation, supplier communication and contract intelligence, with the prompts themselves.
How Can AI Help in Supplier Relationship Management (pages 44-49)
Applying AI to supplier evaluation, supplier risk management and the relationships around them.
Pros and Cons of Sourcing Tools Using AI (pages 50-55)
A direct assessment of AI-enabled sourcing tools, including what they do well and where they fall short.
Barriers to Implementation of AI in Supply Chain (pages 56-63)
The roadblocks to adoption and practical ways to manage the organizational change required to get past them.
Use Cases of ChatGPT in Supply Chain Management (pages 64-70)
How the same capability extends beyond procurement into the wider supply chain, in worked use cases.
Conclusion: Summarizing Our Understanding of AI in Procurement (pages 71-72)
What a digital-first procurement strategy actually requires, drawn together from the ten chapters.
The e-book as delivered, by Marc Kloepfel
Artificial Intelligence in Procurement – Volume 1. Ten chapters, a conclusion and 72 pages, delivered as a single PDF.



A practical blueprint for AI in procurement,
not a technology brochure.
Function-first, not tool-first
Starts from the procurement functions AI aids, supplier evaluation, spend analysis and forecasting, so tool choices follow a requirement.
Eleven pages of ChatGPT prompts
Chapter six is a detailed look at ChatGPT prompts for procurement, covering document automation, supplier communication and contract intelligence.
Sourcing tools assessed both ways
A dedicated chapter on the pros and cons of AI-powered sourcing tools, including where they under-deliver.
Supplier risk and SRM
How AI supports supplier relationship management and supplier risk work, which is where most procurement data actually sits.
Implementation barriers included
Chapter nine covers the roadblocks to AI adoption in the supply chain and how to manage the organizational change behind them.
Extends into the wider supply chain
Use cases of ChatGPT in supply chain management take the same capability beyond the procurement boundary.
A roadmap to integrate AI into
procurement, chapter by chapter
Establish what AI changes in your process
Chapters one to three set the foundation: the impact across industries, the functions AI aids, and the AI types in use.
Weigh the benefits against the integration cost
Chapter four covers efficiency and accuracy gains alongside the integration challenges, before any tool is shortlisted.
Shortlist tools against a real requirement
Chapters five and eight review the top AI tools used in procurement and the pros and cons of AI-enabled sourcing tools.
Start with ChatGPT on work you already do
Chapter six gives the prompts for document automation, supplier communication and contract intelligence, the fastest place to begin.
Move into supplier relationship management
Chapter seven applies AI to supplier evaluation and risk, where the data is richest and the decisions most consequential.
Plan around the barriers, not after them
Chapter nine covers the roadblocks and how to manage organizational change, so adoption does not stall at the first resistant team.
For the people accountable for
what AI is supposed to deliver in procurement
Build the digital-first strategy, defensibly
The benefits, the integration challenges and the barriers to implementation, so the roadmap you approve is the one that survives contact.
Put AI into sourcing decisions this quarter
The tools in use, the pros and cons of AI sourcing tools, and prompts you can apply to supplier work immediately.
Turn spend data into analysis at scale
How supplier evaluation, spend analysis and forecasting benefit from AI, with use cases that go into the wider supply chain.
A reference for AI applications in procurement
AI types, integration benefits and challenges, and implementation barriers, structured as a working reference rather than a trend piece.
The questions procurement leaders ask
before they buy anything AI
CPOs, category managers and transformation leads ask these exact questions. This e-book answers them from the functions through to the barriers and the use cases.
The application of AI to procurement work: supplier evaluation, spend analysis, forecasting, sourcing and contract intelligence. Chapters one to three cover what it means and which processes across industries it changes.
Conventional analytics reports what happened within the range of what a team can process. AI extends both the volume of data examined and the ability to act on it, which is why the book separates the functions aided by AI from the problems it actually solves.
Chapter six covers document automation, supplier communication and contract intelligence, with the prompts themselves, and chapter ten extends into use cases of ChatGPT in supply chain management.
Usually before the technology is the problem. Chapter nine covers the barriers to implementing AI in the supply chain and practical ways to manage the organizational change that most programmes underestimate.
Chapter eight assesses the pros and cons of sourcing tools using AI directly, alongside chapter five on the top AI tools used in procurement, so the shortlist is made against evidence rather than a demo.
Chapter seven covers AI in supplier relationship management, including supplier evaluation and supplier risk management, where AI adds most to decisions that were previously made on limited data.
A procurement consultant who has run
over a thousand optimization projects
Before you buy
What exactly is included in this purchase?
The complete e-book, Artificial Intelligence in Procurement – Volume 1, 72 pages across ten chapters and a conclusion, from the introduction and AI types through the tools, ChatGPT prompts, supplier relationship management and the barriers to implementation.
What format is the e-book in?
PDF, delivered as a single downloadable file of roughly 6 MB. It reads on a laptop, tablet or phone, and the chapter structure makes the tools and prompt material easy to return to while working.
Does it include ChatGPT prompts I can use?
Yes. Chapter six, pages 33 to 43, is a detailed look at ChatGPT prompts for procurement, covering document automation, supplier communication and contract intelligence, and chapter ten adds use cases of ChatGPT in supply chain management.
Is this about tool selection or about strategy?
Both, deliberately. Chapters five and eight cover the top AI tools used in procurement and the pros and cons of AI sourcing tools, while chapters four and nine cover integration benefits, challenges and the organizational barriers to implementation.
Do I need a technical background to follow it?
No. The book is written for CPOs, procurement directors, category managers, buyers, analysts and transformation leads, and it starts from the procurement functions AI aids before discussing any technology.
Is this Volume 1 of a series?
Yes. Artificial Intelligence in Procurement – Volume 2 is also available from SCMDOJO, so this volume can be read as the foundation for the material that follows.
What will I receive after purchase?
Instant access to the e-book from your account, plus a download link sent to your email address. Lifetime access, no subscription.
Stop evaluating AI in procurement from vendor demos alone.
Get Artificial Intelligence in Procurement – Volume 1 and give your procurement, category and transformation teams the functions, the tools, the ChatGPT prompts and the implementation barriers they need before the first contract is signed.
Instant download · PDF · 72 pages · Lifetime access · No subscription


