The Neocloud Vendor Trap: New Infrastructure, Same Old Risk
CIO, Monday, June 1st, 2026
CIOs need governance frameworks to manage the risks of fast-growing neocloud AI infrastructure deployments.
The neocloud market is projected to reach $20 billion in 2026, but enterprise risk frameworks have not kept pace.
Many neocloud providers have secured GPU capacity yet lack the operational maturity enterprises require, creating exposure to costly unplanned migrations.
The article introduces the MECT framework (Maturity, Exit, Classification, Threshold), a governance model requiring vendors to demonstrate incident response, provide 30-day data portability, classify workloads by criticality, and maintain concentration limits.
In one case, a financial institution paid $3 million to remediate a vendor acquisition while a peer using MECT completed an identical transition at 12% of that cost. CIOs who establish governance architecture now will define responsible AI infrastructure leadership.