An overhead arrangement of business document types, a photo, an invoice, a form, a page of read-out text, several flagged during triage.
REVIEWflagged in triage

Use cases

Every workflow runs on untrusted documents.

Wherever a customer file becomes a decision, AI-altered content can slip through. The pattern is the same in every line of business: a file arrives, a system trusts it, money moves. Mighty screens it first.

01Where it funds or pays

The same file, two outcomes. One verdict decides which.

Two doors lead in. Each puts Mighty at the moment before the money moves. For every file a customer submits, you see what AI can change and the call your workflow acts on.

For Lending & Underwriting

Income and asset docs, before you fund

Altered figures clear manual review, then surface as misrepresentation and repurchase demands. Loans with an altered document default about 18% more often.

The check runs before the money moves

Explore lending
Paystubs
BLOCK

Year-to-date and gross-pay fields edited to clear a debt-to-income ratio.

W-2s and tax returns
BLOCK

Wages and withholding altered so the numbers no longer reconcile.

Bank statements
REVIEW

Balances and deposits inflated to manufacture reserves and a down payment.

For Insurance & Claims

Photos, estimates, and FNOL docs, before you pay

Touchless claims pay what they read. A third of detected P&C fraud is already a tampered document, and AI fabricates the rest on demand.

Screened at first notice of loss, before the payout

Explore claims
Damage photos
REVIEW

Damage added or erased to match the loss being claimed.

Repair estimates
BLOCK

Line items and totals altered to inflate the indemnity payout.

Vendor and medical invoices
BLOCK

Fabricated charges and edited amounts pad the bill.

Two doors

02Inside the automation

The same risk rides inside the AI layer.

Reading a file and summarizing it feel like neutral plumbing. They are the exact point where a hidden instruction or a tampered source gets carried forward as trusted output.

The text read from a file

Hidden instructions planted in the file ride along in that text and steer the AI that reads it next.

REVIEW
AI summaries

A clean-looking summary carries a tampered source forward as if it were trusted.

REVIEW

03Expansion

The same control point travels.

Logistics

Bills of lading and proof-of-delivery photos before goods release.

Construction

Change orders and site photos before progress draws fund.

Financial services

KYC uploads and statements before an account opens.

Enterprise AI

Support attachments and agent context before automation acts.

The anti-fraud signal

See what your intake is already missing.

Bring a sample of your real documents. We'll show you the edits and fakes your reviewers and automation can't see, before they reach a decision.