AI costFinOps for AIMay 1, 2026 3 min read The Four-Axis Cost-Spike Alarm: Why One Number Isn't Enough
Most AI workspace dashboards surface one cost number — workspace total. Loop Desk now alarms on four orthogonal axes (workspace, per-task, per-source, per-teammate) so 'today's spend is anomalous' surfaces with the diagnostic context to act on it.
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