The loan origination assistant who never sleeps.

Missing docs.
Stale follow‑ups.
Messy files.
Wrangled.

Wrangle is an AI assistant for loan officers at small retail brokerages. It ingests docs from wherever your borrower sends them, catches what's missing, flags what's wrong, drafts the follow-up, and writes the LOEs.

Active Files
FILE: 0394-A
Sofia Rivera
Conv 30yr fixed · Rate-and-term refi
Verified income$6,250/mo
NEEDS ACTION
Missing Docs
Bank statements, 2 months missing
Conventional refi requires 2 most recent bank statements. Mar + Apr 2026 not on file.
Income Gap
1003 vs paystub: $1,250 delta
Paystub: $5,000/mo. 1003: $6,250/mo. 20% variance, threshold 10%. Sofia called Apr 26 with explanation.
LiveCaught income variance on Sofia · 20% delta

Docs arrive however your borrower sends them.

Your borrower doesn't need to learn anything new. They send docs the way they already do. Wrangle handles the rest.

Email
Text
Portal

Your borrower sends a mess.
Wrangle cleans it up.

Photos, scans, duplicates, wrong orientations, mystery file names. Wrangle normalizes every document into the format and naming conventions you actually want. What arrives as IMG_4032.jpg leaves as Smith_Jonathan_W2_2024.pdf.

Wrangle never gets tired. Every new document re-evaluates the whole file.

Raw UploadsNormalizing EngineNormalized Output
IMG_4032.jpg
Smith_Jonathan_W2_2024.pdf
IMG_4033.jpg
Smith_Jonathan_BankStatement_Oct2024.pdf
scan (3).pdf
Smith_Jonathan_BankStatement_Nov2024.pdf
unnamed.heic
Smith_Jonathan_DriversLicense_2026.pdf
document_final_v2 (1).pdf
Smith_Jonathan_PayStub_Mar2026.pdf

What Wrangle does for every file

Doc gaps, found.

Catches missing and incomplete documents before anyone has to ask. Nothing gets buried in a 200-page file. Missing W-2? Unsigned disclosure? Only pages 3-4 of a bank statement? Caught.

MISSING
Missing W-2 (2024)
MISSING
Pages 3-4 only
MISSING
Unsigned 4506-C

LOEs, drafted.

Writes letters of explanation from the file itself. Large deposit? Employment gap? Income discrepancy? The draft is ready before you knew you needed one.

FLAGGED
Large deposit: $12,400 on 03/15
No source documentation on file
Letter of Explanation
Drafting...

I, Jonathan Smith, received $12,400 from my mother as a gift toward the purchase of...

Follow-ups, bundled.

Sends one clean bundled message to the borrower with every missing item. No more five separate follow-ups spread across a week.

Requesting from borrower:
Bank statements (Oct, Nov)
Signed 4506-C
Driver's license (expired)

Wrangle works the file.

Other tools automate the process. You still chase the borrower.

Wrangle is the teammate that handles the work between taking on a borrower and the file being ready for underwriting. The document chase. The missing-item follow-ups. The LOEs the underwriter is going to ask for. So loan officers can spend more time with borrowers and less time managing files.

Nothing goes out without your approval.