From tokenmaxxing to sovereign alpha: Who controls your AI economics?
SiliconANGLE David Vellante and Amit Eyal Govrin ● Covered by 7 sources
The AI industry is pushing enterprises to track AI progress using token or model-call usage metrics, but the article argues those mostly reflect vendor revenue rather than enterprise value. On Aug. 6, The Information reported Canva cut its 2026 revenue-growth forecast from 30% to 20% after AI features proved more expensive to run than expected. The result is an emphasis on “financial sovereignty,” where enterprises control routing, model costs, evaluation rules, and exit options to capture more of the economic value from their AI usage.
Why it matters
The artificial intelligence industry wants enterprises to measure progress in tokens, model calls and usage. But those are largely vendor-revenue metrics — not enterprise-value metrics. The Canva example shows why. On Aug. 6, The Information reported that Canva Inc. cut its 2026 revenue-growth forecast from 30% to 20% because its AI features cost far more to […] The post From tokenmaxxing to sovereign alpha: Who controls your AI economics? appeared first on SiliconANGLE.
