Loans

Thomas Nguyen

Ready with Exceptions
1000123465 · 3 Magnolia Way, Garland, TX · Purchase
Workflow
Pre-Underwriting Intake
Target
Underwriting
Assigned
Alok Bansal
SLA
17h · 31h left
Pages processed
55
Indexed only (no extraction)
40
OCR + extraction
15
Package cost
$0.05
All-in document AI
$3.58

Google Cloud Vision · Gemini Flash · 1 document routed to review.

Document trace

Uniform Residential Loan Application (1003)
1003 · 9 pg · extraction list
  1. Receive & control9 pages logged in package control
  2. Classify1003 at 99%
  3. OCR + boxesGoogle Cloud Vision · word-level boxes
  4. ExtractGemini Flash · fields grounded to OCR tokens
$0.0241
Paystub (most recent)
Paystub · 1 pg · extraction list
  1. Receive & control1 page logged in package control
  2. ClassifyPaystub at 98%
  3. OCR + boxesGoogle Cloud Vision · word-level boxes
  4. ExtractGemini Flash · Low Confidence: Base monthly income — low confidence
$0.0027
W-2 2025
W-2 · 1 pg · extraction list
  1. Receive & control1 page logged in package control
  2. ClassifyW-2 at 99%
  3. OCR + boxesGoogle Cloud Vision · word-level boxes
  4. ExtractGemini Flash · fields grounded to OCR tokens
$0.0027
Bank Statement (most recent)
Bank Statement · 4 pg · extraction list
  1. Receive & control4 pages logged in package control
  2. ClassifyBank Statement at 97%
  3. OCR + boxesGoogle Cloud Vision · word-level boxes
  4. ExtractGemini Flash · fields grounded to OCR tokens
$0.0107
Appraisal Report
Appraisal · 26 pg
  1. Receive & control26 pages logged in package control
  2. ClassifyAppraisal at 99%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0047
Credit Report
Credit Report · 12 pg
  1. Receive & control12 pages logged in package control
  2. ClassifyCredit Report at 99%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0022
Borrower Authorization
Authorization · 2 pg
  1. Receive & control2 pages logged in package control
  2. ClassifyAuthorization at 97%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0004