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.
Read moreWhere Is Your AI Cost Going? Per-Teammate Cost Visibility for SMB AI Workspaces
Workspace-level cost dashboards answer 'how much did we spend?' but never 'whose queue is the spend concentrated on?' Loop Desk now answers both — and routes the answer to Slack, the digest, and your downstream automations.
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