Building a Defensible Savings Baseline Before Your Next Steering Review
Establishing a savings baseline that internal audit and category managers both accept requires documented PO-level rules—not a single spreadsheet pivot.
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Field notes
Practical guides on savings methodology, data preparation, and visualization choices for sourcing teams—written from engagement experience, not generic productivity advice.
When to Use Waterfall Charts vs. Bridge Tables in Procurement Reporting
Waterfall charts communicate narrative; bridge tables support audit. Choosing the wrong format slows steering committees and invites finance pushback.
Read article →Normalizing Coupa Exports When Supplier Codes Drift Across Business Units
Drifting supplier codes across regional business units break category dashboards until you apply a governed mapping layer—not one-off Excel fixes.
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