AI Case Study Series for Strategic Procurement

Possible guiding questions:

• Which use case have I tested since the last module?
• What worked, and what didn't?
• What data or approvals were missing?
• Which prompt or playbook should be improved?
• What do I incorporate as standard practice into my daily work routine?

Contents:

• Use AI to refine requirements and specifications.
• Identify gaps, inconsistencies, and anticipated supplier inquiries.
• Review the RFQ documents for clarity, comparability, and completeness.
• Prepare the evaluation matrix and compare bids.
• Organize pricing components, delivery terms, Incoterms, payment terms, and ancillary conditions.
• Risks of automated analysis and the need for human validation.

Contents:

• Organize supplier profiles and relevant risk drivers.
• Identify financial, geopolitical, operational, and technological risks.
• Assess natural disasters, industry bottlenecks, dependencies, and risks associated with intermediate products.
• Deep Research and agent-based search for supplier and market analyses.
• BOM/should-cost thinking as the basis for bottleneck and cost risks.
• Source Evaluation, Confidence Rating, and Scenario Logic.

Contents:

• Structure and validate donation data.
• Analyze product categories, suppliers, budgets, and price trends.
• Identify deviations, outliers, and checkpoints.
• Create a management summary for purchasing, product category management, and the CFO.
• Limitations of AI in data quality, formulas, and ERP logic.
• A practical combination of Excel, reporting, and AI analysis.

Contents:

• Extract contracts, amendments, and general terms and conditions in a structured manner.
• Identify contract terms, notice periods, price adjustments, obligations, SLAs, and payment terms.
• Identify inconsistencies and deviations from standards.
• Identify commercial risks and outstanding issues.
• Prepare to hand off to the legal department or the relevant department.
• A Clear Distinction: AI as a tool for structuring and reviewing, not for making legal decisions.

Contents:

• Prepare the market overview, supplier positioning, and cost levers.
• Porter's Five Forces, BATNA, ZOPA, Handling Objections, and the Logic of Argumentation.
• Cost Breakdown and Should-Cost Considerations for Negotiations.
• Create a discussion guide and an internal negotiation strategy.
• Structure and document the results of negotiations based on a dictation.
• Draft the follow-up email in such a way that position, commitments, and next steps are clearly documented.
• Live negotiation assistance is provided only as a governance-reviewed outlook.

Contents:

• What agent-based AI Can Achieve in Procurement in the Future.
• Sourcing agents, supplier monitoring, quote comparison, contract assistants.
• Codex/CoWork and AI-powered automation as a future prospect.
• Understand and organize data access, RAG, interfaces, and tool control.
• Benefit-Risk Assessment for Initial Automation Ideas.

Contents:

• Finalize my personal AI playbook.
• Select a suitable pilot process for your own team.
• Identify an AI task force or internal pioneers.
• Develop team guidelines for the safe use of AI.
• Define governance, approvals, and human checkpoints.
• A 30-day plan for implementation in your own purchasing department.