AVST

profit lever profit-driven cost of re-reading the same page

Less re-reading, re-checking → net profit increased

Parsing a page once and reusing it cuts the process cost of paying an AI to re-read the same page. That saved cost is C$ ↓ at the process ring, and it rolls up through value and revenue to net profit increased.

NESTED PROFIT STREAM profit ⊃ revenue ⊃ value ⊃ process AVST acts here profit revenue stream value stream process re-read cost C$ ↓ cost of re-reading the same page NetProfitIncreased every page not re-read from scratch compounds here
Where AVST actspaying an AI to re-read the same page every time is a process cost — one reused parse removes it
The deltaC$ minimized: the cost of re-reading collapses as one parse is reused across every page of a shape
Where it landsthe saved process cost rolls up through value and revenue to net profit increased — no dollar figure invented

Profit lever chart · qualitative delta, grounded in AVST's own claim · nests profit ⊃ revenue ⊃ value ⊃ process