https://ai-cost-controls.com/tags/ai-ops/Practical guides for AI API cost controls and token budget operations.Hugoen-ushttps://ai-cost-controls.com/posts/capability-unit-economics-20260511/Tue, 21 Jul 2026 06:28:58 +0000https://ai-cost-controls.com/posts/capability-unit-economics-20260511/A practical operating note for turning AI API spend into per-capability unit economics: cost per successful task, margin by use case, and validation steps before enforcing budgets.