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Enterprise AI Governance: The Product Launch Moat

This desk analyzes how enterprise AI competition has shifted from model quality to deployment depth. Microsoft's Frontier program, reported at roughly $2.5 billion and 6,000 embedded engineers, signals that the deployment layer, governance, and audit trails now decide enterprise contracts. Consumer AI dominance fails to translate to enterprise wins, co-engineering drives adoption, and content provenance is becoming a contract requirement.

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