Alumni-Platforms on Workforce Data Labhttps://workforcedatalab.com/tags/alumni-platforms/Recent content in Alumni-Platforms on Workforce Data LabHugoen-usMon, 28 Sep 2026 09:00:00 +0000The Documented Vendor-Exit Pattern in Enterprise Alumni Software: An n=4 Migration Analysishttps://workforcedatalab.com/posts/2026-09-28-the-documented-vendor-exit-pattern-in-enterprise-alumni-software-an-n4-migration-analysis/Mon, 28 Sep 2026 09:00:00 +0000https://workforcedatalab.com/posts/2026-09-28-the-documented-vendor-exit-pattern-in-enterprise-alumni-software-an-n4-migration-analysis/<p>In recent years, four top-tier professional-services firms have migrated their corporate alumni programs off incumbent vendors onto a single destination platform. That is the whole dataset. This analysis treats those four documented migrations as the unit of observation, states plainly what a sample of <code>n=4</code> can and cannot support, and asks a narrower question than &ldquo;who is winning the market&rdquo;: what changed about the buying decision at firms where we can observe a completed switch?</p>