Your Team’s AI Spend Is a Black Box — Even to You

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“I ran out of tokens.” “Me too. Can we get more?” “Sure,” says the business. “Where did they go?” Silence. Shrugs. Someone mumbles something about refactoring. That exchange is happening in engineering orgs everywhere right now. You’re under pressure to control the bill, not just explain it — and you can’t control what you can’t see. We know the total bill. We don’t know which feature it paid for. That’s not a tooling gap. It’s a visibility gap. And it’s costing you two things at once: a s

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