> ## Documentation Index
> Fetch the complete documentation index at: https://docs.opsbeacon.co/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Economics Report

> A full breakdown of AI token spend, efficiency, and optimization opportunities.

## 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
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

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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