frontier models are becoming cloud procurement

Short summary

Frontier models are becoming cloud procurement problems. AWS, Microsoft, and other platforms are winning enterprise AI adoption by integrating models into existing governance machinery—IAM, audit trails, compliance, cost allocation. The real enterprise problem isn't 'is the model good?' but 'can we govern who uses it, what it accesses, and what evidence exists when things go wrong?'

• •AI models are shifting from standalone SaaS to cloud-integrated services with governance controls
• •Enterprise adoption depends on fitting AI into existing procurement and compliance machinery
• •The real enterprise problem is control-plane governance, not raw model capability

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