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
7 decks, 328 editable slides. Download them individually or take the lot.
1/5
Grounding and Data
Deck 06AppliedConceptRAG and Grounded AI
Ground an assistant in your own documents, and fix the chunking that decides what it can know.
Make AI answer from your documents rather than its training, covering chunking, retrieval quality and re-indexing.
46 slides
Checking1/5
Grounding and Data
Deck 07AppliedReferencePrompt, Ground or Tune
Work the solution sequence in order, and push back on a fine-tuning quote with evidence.
The decision sequence for solution selection, and the evidence to push back on a fine-tuning proposal.
47 slides
Checking1/5
Grounding and Data
Deck 08AppliedReferenceConnecting AI to the ERP
Scope a governed phase one against your ERP that actually earns phase two.
Governed access patterns and how to scope a phase one that actually earns phase two.
47 slides
Checking1/5
Grounding and Data
Deck 09AppliedPlaybookData Readiness Sprint
Run a four-week sprint to a pilot your data can support, without waiting for a data programme.
A four-week sprint to a pilot your data can support, with good enough defined against the pilot rather than an ideal.
47 slides
Checking1/5
Skills
Deck 10AppliedConceptPrompting Mastery for Procurement
Rebuild three of your own prompts on a five-part structure, and start a team prompt library.
Structure over magic words, with patterns by task and a team prompt library that keeps the capability when people move.
47 slides
Checking1/5
Skills
Deck 11AppliedReferenceAgents and Multi Agent Systems
Draw your autonomy line, then prove the agent is working rather than asserting it.
Where to draw the autonomy line, how to structure multi-agent work, and how to prove it is working.
47 slides
Checking1/5
Skills
Deck 12AppliedPlaybookEvals, The Trust Discipline
Build a golden set, measure labeller agreement, and set a threshold you will actually enforce.
Golden sets, labeller agreement and thresholds. The discipline that decides whether anything else survives an audit.
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.