From Reading the AI Stack
For procurement teams building ai literacy; workshop and training delivery
AI Literacy for Procurement
AI Literacy for Procurement is 20 decks totalling 939 editable slides. Each deck stands on its own and downloads separately, so you can take the one you need for Monday's session without wading through the rest.
Built for Procurement teams building AI literacy; workshop and training delivery.
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What’s in this toolkit
5 decks, 235 editable slides. Download them individually or take the lot.
1/5
Foundations
Deck 01IntroConceptReading the AI Stack
Place any vendor on the stack in five minutes and decide what to build against what to rent.
Tell where a vendor actually sits in the AI stack, and decide what to build against what to rent at each layer.
47 slides
Checking1/5
Foundations
Deck 02IntroConceptTokens, Context and Model Mechanics
Read a usage-priced AI contract properly, knowing what is metered and what it costs.
How the machine reads your documents and what that costs, so you can read a usage-priced contract properly.
47 slides
Checking1/5
Foundations
Deck 03IntroConceptHow LLMs Actually Think
Explain every hallucination your team will meet, and stop reading specificity as accuracy.
Next-word prediction as the one idea that explains every hallucination, and why specificity is not accuracy.
47 slides
Checking1/5
Foundations
Deck 04IntroConceptChoosing and Managing a Model Portfolio
Rebalance a model portfolio on current prices instead of the tiering you set at launch.
Model tiering as an ongoing discipline, with the rebalancing case made on real portfolio economics.
47 slides
Checking1/5
Foundations
Deck 05IntroConceptAutomation, GenAI and Agents
Tell the three patterns apart in a vendor pitch and match the control to the pattern.
Tell the three patterns apart before a vendor tells you which one to buy, and match the control to the pattern.
47 slides
Checking
How this toolkit is built
Not a description of the toolkit. The actual shape of what’s inside it, drawn from the decks themselves.
Objectives
This Toolkit includes frameworks, tools, templates, tutorials, real-life examples and best practices to help you:
Foundations: 5 decks: Reading the AI Stack; Tokens, Context and Model Mechanics; How LLMs Actually Think; Choosing and Managing a Model Portfolio; Automation, GenAI and Agents.
Grounding and Data: 4 decks: RAG and Grounded AI; Prompt, Ground or Tune; Connecting AI to the ERP; Data Readiness Sprint.
Skills: 3 decks: Prompting Mastery for Procurement; Agents and Multi Agent Systems; Evals, The Trust Discipline.
Applied Practice: 4 decks: The One Week Spend Analysis; Contract Intelligence and Risk; AI Across the Sourcing Cycle; AI Economics and Total Cost of Ownership.
Governance and Scale: 4 decks: Governing AI, Decision Rights; AI Security and Compliance; Business Case and Pilot Selection; The 90 Day Team Transformation.
Questions about AI Literacy for Procurement
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“Imagine having a team of experienced AI practitioners at your disposal to help you ship AI products and modernize your operations. How much more confident would you be about your organization’s AI journey — and your own career?
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Whether you’re a product manager shipping your first AI feature, a procurement leader modernizing source-to-pay, or a supply chain executive building an AI roadmap, you can now leverage structured, field-tested material without breaking your budget.”
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Examples of projects done with our Toolkits and Experts
AI Product Strategy
Defining a two-year AI product strategy for a B2B SaaS platform, resulting in three funded product bets and a 30% increase in expansion revenue within 18 months.
Use Case Portfolio
Running enterprise-wide AI use-case discovery for an industrial group, producing a scored portfolio of 60+ use cases and a funded first wave of 8 pilots.
GenAI Feature Launch
Guiding a marketplace team from PRD to launch of an AI assistant, reaching 40% weekly active adoption within one quarter.
AI Governance
Standing up an AI review board and tiered risk framework for a financial services firm ahead of EU AI Act enforcement.
Procurement AI
Deploying AI spend classification for a global retailer, uncovering $25M in addressable savings across 4 categories.
Demand Forecasting
Piloting ML demand forecasting for a CPG company, cutting forecast error by 18% and safety stock by 12%.
Supplier Risk
Designing an AI-assisted supplier risk monitoring program covering 2,000 suppliers with automated tiering and alerting.
Control Tower
Blueprinting a supply chain control tower for a logistics provider, reducing exception resolution time by 35%.
AI Academy
Launching a role-based AI academy for an operations function of 1,500 people, with 85% completion in six months.
Contract Intelligence
Implementing clause-extraction workflows for a legal-procurement team, cutting contract review time by 50%.
S&OP Upgrade
Embedding forecast-value-added analysis into S&OP for a manufacturer, aligning demand plans across three business units.
Operating Model
Designing a hub-and-spoke AI operating model for a services group, clarifying decision rights across 5 business lines.