Written by Marijn Overvest | Reviewed by Sjoerd Goedhart | Fact Checked by Ruud Emonds | Our editorial policy
Claude for Category Management: Full Strategy in One Session
As taught in the Claude Cowork For Procurement Course / ★★★★★ 4.9 rating
Table of contents
- Why Most Procurement Teams Don’t Do Category Management Well
- The 9-Slide Category Strategy Framework
- The Five Inputs Claude Needs to Produce a Real Category Strategy
- The Clarifying Questions Claude Asks Before Drafting
- What the Finished Category Strategy Actually Looks Like
- From One Category to the Whole Portfolio
- Conclusion
- Frequently asked questions
- Most procurement professionals know the theory of category management. Few have the time to apply it rigorously to their own category.
- Claude compresses a category strategy, spend profile, demand, market intelligence, supplier segmentation, SWOT, Kraljic, goals, and North Star into a single working session that produces a CPO-ready deck.
- The inputs that matter are a spend overview, a supplier list with performance data, a market brief, and a company briefing. With all four, the output is specific; with any of them missing, the output gets progressively more generic.
Why Most Procurement Teams Don’t Do Category Management Well
Category management is the single most powerful strategic framework in procurement. A properly applied category strategy, segmenting the supply base, mapping the market, positioning each supplier on a Kraljic matrix, setting category-level goals and actions, is what separates strategic procurement from transactional procurement. Most procurement leaders know this in the abstract.
In practice, most procurement teams produce a category strategy once every two or three years. The category review that should happen annually happens when there is a forcing function, a major renewal, a disruption, a strategic initiative, and otherwise gets displaced by operational work. The Procurement Tactics 2026 AI Readiness in Procurement survey found 40% of procurement teams spend 60% or more of their time on manual data work and reactive firefighting. Category management is exactly the kind of strategic work that loses the fight with the operational reality.
The honest explanation is capacity. A rigorous category strategy done manually takes a category manager weeks, gathering spend data, building the supplier segmentation, writing the market analysis, drafting the Kraljic positioning, and producing the deck. Most category managers do not have weeks of uninterrupted strategic work available. Claude changes this calculation. A category strategy that would take three weeks manually is achievable in a working session plus a few hours of refinement. That compression is what makes annual category reviews realistic across a portfolio of fifteen to twenty categories.
The 9-Slide Category Strategy Framework
A CPO-ready category strategy deck has a predictable shape. The nine-slide framework below is drawn from the Claude Cowork course material and maps to the standard procurement category management methodology.
Slide 1, Category Introduction
Category name, scope, annual spend, strategic importance to the business, and the headline question the category strategy answers. One slide. The single most important question this slide answers is: why does this category matter to the business?
Slide 2, Spend Overview
Total category spend, concentration (top suppliers and their share), ABC-XYZ distribution, multi-year trend. The visual is usually a Pareto chart alongside a trend line. The insight is where the spend lives and how concentrated it is.
Slide 3, Demand Profile
Volume patterns, demand variability, seasonality, forecastable versus non-forecastable share. The XY axis is standard: volume on one side, variability on the other. The insight is what the category consumes and how predictable it is.
Slide 4, Market Intelligence
Supply-base structure (consolidated vs. fragmented), commodity drivers, geopolitical and regulatory factors, emerging alternatives. The procurement team’s view of the market, condensed. The insight is what the external landscape looks like and where it is heading.
Slide 5, Supplier Segmentation
The supplier list, segmented. Strategic / Preferred / Approved / Other is one common structure; Kraljic-derived segmentation is another. The insight is which suppliers matter and what role each plays.
Slide 6, SWOT
Strengths, weaknesses, opportunities, threats, at the category level, not the organisation level. The SWOT is the bridge from the analysis above to the strategy below. Strengths like long-term preferred-supplier relationships. Weaknesses like single-source concentration. Opportunities like newly qualified alternatives or market shifts. Threats like supplier financial instability or commodity volatility.
Slide 7, Kraljic Positioning
The Kraljic matrix, supply risk on one axis, profit impact on the other, with the current supplier portfolio positioned, and the desired future state indicated. The strategic move is usually from one quadrant toward another: from Strategic toward Leverage, from Bottleneck toward Non-Critical, from Leverage toward Strategic for critical relationships. The insight is where each supplier sits today and where the strategy aims to take them.
Slide 8, Goals and Actions
The specific actions the procurement team commits to over the next twelve to twenty-four months. Qualifying a secondary supplier. Renegotiating a strategic contract. Consolidating tail spend. Each action has an owner, a timeline, and a measurable outcome.
Slide 9, The North Star
The one-paragraph statement of what the category looks like in three years if the strategy works. This is the slide the CPO remembers and the one that anchors the quarterly reviews. A strong North Star is specific, ambitious, and grounded in the analysis above. A weak North Star reads like a corporate aspiration.
The Five Inputs Claude Needs to Produce a Real Category Strategy
The output quality depends on the inputs. Five files are typical.
The blank category management template. PowerPoint-based, with the nine-slide structure above. Claude fills the placeholder content; the design stays intact.
The spend overview. Twelve months minimum of category spend with the supplier, amount, and sub-category detail. This is the input that powers the spend analysis, concentration, and ABC-XYZ work.
The category market brief. A two-to-four page internal document covering supply-base structure, commodity drivers, regulatory landscape, and emerging alternatives. This is the input that makes the market intelligence slide specific rather than generic.
The supplier list with performance data. Current active suppliers, with spend share, performance metrics, and contract status. This is the input that powers the supplier segmentation and the Kraljic positioning.
The company briefing. The standard procurement briefing document covers the company profile, procurement operating model, strategic priorities, and risk tolerance. This is the input that makes the North Star specific to the organisation rather than a category-generic statement.
Category managers who run this workflow regularly build their library of briefings once and reuse them. The company briefing stays stable for quarters; the market brief updates annually; the spend overview refreshes monthly. Only the supplier performance data needs to be pulled fresh for each category review.
From the field
Procurement lead at an international organisation, on where procurement time should reallocate as AI handles the mechanical work
The Clarifying Questions Claude Asks Before Drafting
A well-designed category strategy prompt instructs Claude to clarify before drafting. Four questions typically come back.
What is the time horizon for the North Star? Three years is the usual default, but some organisations plan on a two-year horizon and some on a five-year horizon. The time horizon changes how ambitious the North Star should be and how much the goals slide commits to.
What are the ESG reporting requirements relevant to this category? For packaging, ESG requirements around recycled content and supplier emissions intensity are material. For IT services, they are less so. Claude needs to know whether to weigh the strategy toward sustainability outcomes or not.
Should the desired state on Kraljic name specific suppliers? Some organisations prefer abstract positioning (a second strategic supplier enters the Leverage quadrant); others prefer named positioning (Supplier B enters the Leverage quadrant by Q3). Claude’s output respects the preference.
What are the internal approval thresholds for category-level actions? Major supplier changes, contract duration extensions, and volume commitments all have thresholds above which additional approval is needed. Claude’s goals slide respects those thresholds and flags where an action would require escalation.
Five minutes on these four questions disproportionately improves the output. The same underlying analysis produces a different strategy deck depending on the answers, and the specificity of the deck is what makes it CPO-ready rather than category-generic.
What The Finished Category Strategy Actually Looks Like
A worked example grounds the abstract. Consider an anonymised packaging category at a European manufacturer, €8 million annual spend, 62% concentrated with one strategic supplier (Supplier A), four alternatives qualified through a recent RFI, on-time delivery performance running at 84% against contractual 95%.
Claude’s output: a nine-slide strategy that the category manager can present to the CPO with minor edits.
The spend overview shows the 62% concentration visually, with A-category SKUs (the critical ones) driving 60% of volume and 73% of spend. The demand profile shows moderate variability, predictable seasonality with some volatility driven by end-customer demand swings. The market intelligence shows the packaging supply base is consolidating, three of the four RFI-qualified alternatives are growing, and recycled-content packaging is rising as a commercial differentiator.
The SWOT is specific. Strengths: eight-year preferred-supplier relationship with Supplier A, stable volumes, strong quality track record. Weaknesses: single-source at 62% concentration, OTD eleven points below contractual target, no second strategic supplier qualified. Opportunities: four RFI alternatives qualified, recycled-content segment expanding, European regulatory tailwind on sustainable packaging. Threats: Supplier A is showing signs of financial stress, commodity costs are volatile, and operational risk from single-source dependency.
The Kraljic slide positions Supplier A as Strategic today, high profit impact, high supply risk, and shows the desired state: Supplier A remains Strategic but moves toward Leverage as a second strategic supplier enters the portfolio. A second supplier is named (Supplier B from the RFI shortlist).
The goals slide: end single-source dependency by Q3 2026. Award minority share to Supplier B by the end of Q1. Onboard Supplier B through dual-running for one quarter. Recover the €207K of uninvoked on-time delivery penalties from Supplier A as leverage in the renewal negotiation. Qualify a third alternative by Q4 as a further risk-reduction move.
The North Star: “The Meridian packaging category is served by two strategic suppliers with competitive tension, full supply continuity, and a credible transition path to sustainable materials by 2028.” Specific. Ambitious. Grounded in the analysis.
That output is the starting point for the CPO conversation. The procurement team reviews, refines, challenges, and owns the final version. But the document the CPO sees is substantially sharper than the document most procurement teams walk into CPO reviews with, because the time cost of producing it has dropped from three weeks to one working session.
From One Category to the Whole Portfolio
The highest-value version of this workflow is not a single category strategy. It is an annual category review cycle where every strategic category gets the same treatment every year.
A procurement function with fifteen strategic categories has historically done the full annual review for five to seven of them and let the rest slip to biannual or on-forcing-function cadence. With AI-assisted strategy work, the full fifteen can fit into a quarterly cadence. Each quarter, the team refreshes four categories, and the portfolio cycles through annually.
The practical pattern that works: one Claude Project per category. The Project contains the company briefing, the category market brief, and a Project-specific knowledge base that accumulates findings from previous reviews. Each quarter, the spend overview and supplier performance data are refreshed, and the strategy re-runs against the updated inputs. The Project compounds context, every subsequent review is sharper than the last.
Procurement teams building this kind of portfolio cadence usually do it as part of a broader uplift in category-management practice. The AI Fundamentals for Procurement Teams program integrates the AI workflow with structured training on the underlying methodology, which is the combination that turns one-off AI wins into a durable strategic capability.
Related resource: The Claude for PowerPoint Playbook, Six ready-to-run prompts for the procurement decks you build every quarter, category strategy, supplier QBR, savings report, risk register, RFP recommendation, and annual strategy.
Conclusion
Most procurement teams do not struggle with category management because they lack the frameworks or strategic understanding. The real challenge is finding the time to apply those frameworks consistently while balancing operational pressure, stakeholder requests, supplier issues, and reporting demands. As a result, category strategies often become outdated documents instead of active tools that guide procurement decisions.
Claude helps close that gap by dramatically reducing the time needed to build a structured, data-backed category strategy. What once required weeks of analysis, slide-building, and coordination can now begin in a single focused working session. That shift makes annual category reviews more realistic, not just for a few strategic categories, but across an entire procurement portfolio.
But the real value is not the speed alone. It is the quality of thinking that becomes possible when procurement professionals spend less time assembling information and more time interpreting it, challenging assumptions, and making strategic decisions. The category manager still owns the strategy. Claude simply makes it easier to arrive at a stronger starting point.
And as AI continues to remove more of the mechanical work from procurement, the teams that stand out will likely be the ones that use the extra capacity to think more strategically, strengthen supplier relationships, and drive better business outcomes across the category portfolio.
Frequentlyasked questions
How long does a full category strategy with Claude take?
Thirty to forty-five minutes for the first draft, assuming the five input files are prepared. A further two to three hours for the category manager to review, refine, and finalise the deck. The second category in the same organisation is usually faster because the company briefing is already written.
Can Claude handle categories with non-standard structures, like services or IT?
Yes. The nine-slide framework adapts, services categories typically need additional slides on service-level structure; IT categories need more on technology lifecycle. The underlying approach (segmentation, market intelligence, Kraljic, goals) transfers across category types.
How does the Kraljic positioning work when Claude doesn't know our suppliers directly?
Claude positions suppliers based on the supplier performance data, spend share, and category context the procurement team provides. The category manager validates the positioning; Claude’s first-pass Kraljic is usually directionally right but sometimes needs adjustment based on internal knowledge Claude doesn’t have.
Should the category strategy be refreshed every year or more often?
Annual refresh is the common default; quarterly refresh is realistic when AI compresses the work. Strategic categories with high volatility (commodities, geopolitically exposed supply bases) often benefit from quarterly refresh; stable categories are fine on annual.
Can Claude produce the strategy in formats other than PowerPoint?
Yes, the same structured output can produce a Word document, a Google Slides deck, or a structured JSON that feeds into another tool. PowerPoint is the most common output because it matches how procurement teams present to CPOs.
Is this workflow appropriate for highly confidential strategic categories?
On a paid Claude plan with the appropriate data-handling terms, yes. For categories with exceptionally sensitive commercial implications (M&A-adjacent procurement, regulated defence, etc.), additional policy review is usually warranted before scaling the workflow.
About the author
My name is Marijn Overvest, I’m the founder of Procurement Tactics. I have a deep passion for procurement, and I’ve upskilled over 200 procurement teams from all over the world. When I’m not working, I love running and cycling.
