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Use case · CTO

Prove the AI ROI to the board

A reconciled spend-and-savings ledger ties every dollar of model cost to engineer-time saved — so the AI line item comes with a defensible return, not a shrug.

forg roi --quarter
$ forg roi --quarter
spend    $38,400  all tooling
saved    11,240h  engineer-time
return   ~12×  vs tooling cost
export   board-deck.pdf  ✓
On-deviceenforcement, no proxy
Metadata-onlycapture, no payloads
6control surfaces
Ed25519signed releases
14tools supported
8.5MBon-device agent
What a CTO gets

The numbers that survive board scrutiny

Reconciled spend ledger

Every saved hour reconciled against real spend — board-ready numbers.

Board-ready ROI

One view of blocked threats, drift, and audit coverage across the org.

Defensible return

Pull a finance or board deck for any quarter, scope, or team in one click.

See it on your own agents

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