.ai/ledger/requirement/quantified-ai-cost-reduction-figure.md

---
kind: requirement
id: quantified-ai-cost-reduction-figure
title: Quantified AI-cost-reduction figure
---

# Quantified AI-cost-reduction figure

## Statement

A measured dollar or token figure backs the AI-cost-reduction claim (capped brief, generated facts).

## Status

missing

## Source

owner, 2026-09-18/19 sessions