AI Economics Report - OpsBeacon

What it covers

The AI Economics Report is the most comprehensive view of your AI spending:

Total AI API spend for the period
Spend and efficiency score by project
Spend by model across all providers
Unit economics (cost per 1K tokens, cost per API call)
Waste analysis with specific optimization recommendations
Month-over-month trend

How to trigger it

@Beacon run the AI economics report
@Beacon show me AI spending this month

Sample output

AI Economics Report — October 2026
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Total AI Spend:  $4,280  (+12% vs September)

By Project:
  data-extraction     $1,840   Efficiency: 62/100  ⚠️
  customer-support    $1,120   Efficiency: 81/100  ✅
  content-generation    $890   Efficiency: 74/100  ✅
  classification        $430   Efficiency: 55/100  ⚠️

Top Optimization:
  → Switch classification project to Claude Haiku
    Estimated savings: $290/mo

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