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August 10, 2026

How to Structure a 30-Day Procurement POC

Most procurement POC end without a clear decision. Not because the software failed, but because nobody scoped the 30 days around the actual question blocking the buying committee.  TL;DR  A procurement POC scoped around a feature tour produces impressions, not a decision. A POC scoped around two or three specific unresolved questions produces one.  Before […]

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The Blind Spot in Data Migration: Why Your Old Spreadsheets Know More Than Your New System

Most data migration advice is about cleaning data before it moves. The bigger risk is losing the judgment calls a spreadsheet quietly encoded and structured intake never gets told about.  TL;DR  A tracking spreadsheet is not just rows of dirty data. It encodes years of undocumented judgment: which vendor actually ships on time, which exceptions were approved

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Most three-way match exceptions are decided weeks before the invoice ever arrives

The three-way match exceptions rate looks like an AP problem. The gap between a clean match and a flagged invoice is usually set at intake, before a purchase order even exists.  TL;DR  Ardent Partners’ AP Metrics That Matter in 2025 found best-in-class AP teams run a 9 percent invoice exception rate, against 22 percent for the

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