#phase 0 pre-commitment diagnostic

[procurement-insights]

Regarding AI initiative failures: AI did not create the operating tensions that GEP's and others' 2026 posts engage with. AI accelerated the consequences of leaving them unaddressed.

What Three Years of Documented Continuity Reveals About AI Readiness — And Why the Market Is Now Confronting What Was Already Visible in 2023

[procurement-insights]

"As more CIOs begin to recognize the impact of the shadowy waves, are procurement professionals and providers ready to join the conversation?"

What the Tealbook–Supplier.io Merger Surfaces About Supplier Data Validation — And What Has The Combined Platform Figured Out That The Public Positioning Has Not Yet Surfaced?

[procurement-insights]

"In 2018, Microsoft Canada President Kevin Peesker said companies will either 'transform or be transformed.' In 2026, Sameer Verma describes where Microsoft has arrived. What sits underneath?"

Is Microsoft's 2026 Agentic ERP Architecture A Scaled Version Of The 2007 Mendocino Project — And What Has The Dynamics 365 Team Figured Out That The Public Positioning Has Not Yet Surfaced?