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Overview
Challenges
Summary
Key takeaways
Serviceless AI is a myth
AI makes action, accountability, and outcomes the vendor’s job, services become the profit engine.
Old pricing breaks
Per-seat revenue erodes as AI automates work; margins survive by shifting to value-based or outcome-based pricing.
Incumbents can win
Domain expertise + services scale are the unfair advantages—if you move now.
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