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The guarantee replaces activity-based AI billing accountability with a financial commitment tied to measured engineering output, and Cognition explicitly calls on other AI vendors to adopt a similar outcome-based standard.
Engineering leaders evaluating whether to build or buy cloud agent infrastructure should weigh this breakdown of the hidden costs — VM isolation, async state management, and enterprise governance — before committing internal resources.