ShieldFair lending, shown in the open

Glass Box

A lender declines you and sends a form letter. No reason you can act on, no way to argue, and no way to know whether something about who you arecrept into the decision. Glass Box makes every step visible — and gives one agent the power to overrule the rest when they lean on something they legally can't.

How it works

1
We read your application

Every fact is extracted and tagged. Demographic details are recorded, then locked away where the scoring agents cannot reach them.

2
Three analysts assess you

Affordability, risk and collateral — each shows its working, and none of them can see a protected characteristic.

3
An adjudicator drafts a call

It combines the three verdicts into a first decision.

4
An independent reviewer checks it

It decides for itself before it is allowed to see the draft, then catches anything the draft leaned on that it legally can't — like your ZIP code standing in for race. It can overturn an approval or a decline.

5
A decline comes with a plan

The exact document you're missing, or the exact number that has to change — and a button that re-runs the real decision to prove the fix works.

Try it on someone else first

Five applicants, five different endings — all run through the same real system. Start with Maria.

Why this matters

Credit decides who gets a home, a car, a business. When it goes wrong quietly, people lose years and never learn why. Most "AI fairness" checks ask a model to re-approve a decision it has already been shown — so it agrees, and nothing is caught. Here the reviewer decides first and is the only agent allowed to see protected data. Run Maria to watch it overturn a discriminatory decline; run Riley to watch it overturn an approval that broke the rules. It blocks in both directions, which is the difference between a real check and a rubber stamp.

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