January 22, 2026
ChatGPT Enterprise Pricing vs Real Enterprise AI Costs: What CFOs Miss
Most enterprises underestimate AI costs by focusing on ChatGPT Enterprise pricing while ignoring what happens after AI reaches production. This article breaks down the real enterprise AI total cost — from usage volatility and governance overhead to hidden operational risks — and explains why traditional token-based pricing creates budget surprises for CFOs. It then shows how Wittify.ai changes the equation with fixed, unit-based pricing per minute or per conversation, allowing finance teams to forecast, cap, and control AI spend with confidence.
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