Loans

John Doe

Not Ready
1000123456 · 123 Maple Street, Dallas, TX · Purchase
Workflow
Pre-Underwriting Intake
Target
Underwriting
Assigned
Maria Rodriguez
SLA
26h · 22h left
Pages processed
186
Indexed only (no extraction)
140
OCR + extraction
46
Package cost
$0.15
All-in document AI
$12.09

Google Cloud Vision · Gemini Flash · 4 documents routed to review.

Document trace

Uniform Residential Loan Application (1003)
1003 · 10 pg · extraction list
  1. Receive & control10 pages logged in package control
  2. Classify1003 at 99%
  3. OCR + boxesGoogle Cloud Vision · word-level boxes
  4. ExtractGemini Flash · Data Mismatch: Employer mismatch — 1003 vs Paystub
$0.0268
Bank Statement — Chase Checking (Aug 2026)
Bank Statement · 4 pg · extraction list
  1. Receive & control4 pages logged in package control
  2. Classify72% < 80% threshold → classification / page assembly review
  3. OCR + boxesGoogle Cloud Vision · word-level boxes
  4. ExtractGemini Flash · fields grounded to OCR tokens
$0.0107
Unknown Document
Unknown · 1 pg
  1. Receive & control1 page logged in package control
  2. Classify43% < 80% threshold → classification / page assembly review
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
Paystub — ABC Holdings LLC (Sep 15)
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 · fields grounded to OCR tokens
$0.0027
Paystub — ABC Holdings LLC (Sep 30)
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 · Data Mismatch: Employer mismatch — 1003 vs Paystub
$0.0027
W-2 2025 — ABC Holdings LLC
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
W-2 2024 — ABC Holdings LLC
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
Verification of Employment
VOE · 2 pg
  1. Receive & control2 pages logged in package control
  2. ClassifyVOE at 96%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0004
Federal Tax Return 2025
Tax Return · 12 pg · extraction list
  1. Receive & control12 pages logged in package control
  2. ClassifyTax Return at 97%
  3. OCR + boxesGoogle Cloud Vision · word-level boxes
  4. ExtractGemini Flash · fields grounded to OCR tokens
$0.0322
Federal Tax Return 2024
Tax Return · 12 pg · extraction list
  1. Receive & control12 pages logged in package control
  2. ClassifyTax Return at 97%
  3. OCR + boxesGoogle Cloud Vision · word-level boxes
  4. ExtractGemini Flash · fields grounded to OCR tokens
$0.0322
Purchase Contract
Purchase Contract · 14 pg
  1. Receive & control14 pages logged in package control
  2. ClassifyPurchase Contract at 98%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0025
Purchase Contract Addendum
Addendum · 3 pg
  1. Receive & control3 pages logged in package control
  2. ClassifyAddendum at 95%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0005
Appraisal Report
Appraisal · 28 pg
  1. Receive & control28 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
$0.0050
Title Commitment
Title · 9 pg
  1. Receive & control9 pages logged in package control
  2. ClassifyTitle at 97%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0016
Homeowners Insurance Binder
Insurance · 3 pg
  1. Receive & control3 pages logged in package control
  2. ClassifyInsurance at 96%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0005
Flood Certification
Flood Cert · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyFlood Cert at 99%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
Credit Report
Credit Report · 14 pg
  1. Receive & control14 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
$0.0025
Credit Explanation Letter
LOE · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyLOE at 95%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
Driver's License — John Doe
ID · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyID at 99%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
SSA-89 Authorization
SSA-89 · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifySSA-89 at 98%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
4506-C Authorization
4506-C · 1 pg
  1. Receive & control1 page logged in package control
  2. Classify4506-C at 98%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
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
Loan Estimate
Loan Estimate · 3 pg
  1. Receive & control3 pages logged in package control
  2. ClassifyLoan Estimate at 99%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0005
Intent to Proceed
Intent to Proceed · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyIntent to Proceed at 97%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
Anti-Steering Disclosure
Disclosure · 2 pg
  1. Receive & control2 pages logged in package control
  2. ClassifyDisclosure at 96%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0004
Gift Letter
Gift Letter · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyGift Letter at 95%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
Earnest Money Receipt
EMD Receipt · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyEMD Receipt at 96%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
401(k) Statement Q3 2026
Retirement Statement · 6 pg
  1. Receive & control6 pages logged in package control
  2. ClassifyRetirement Statement at 97%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0011
Brokerage Statement Aug 2026
Brokerage Statement · 8 pg
  1. Receive & control8 pages logged in package control
  2. ClassifyBrokerage Statement at 96%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0014
Brokerage Statement Jul 2026
Brokerage Statement · 8 pg
  1. Receive & control8 pages logged in package control
  2. ClassifyBrokerage Statement at 96%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0014
Savings Statement Aug 2026
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
Rental Lease — 9 Pine Ct
Lease · 6 pg
  1. Receive & control6 pages logged in package control
  2. ClassifyLease at 95%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0011
Mortgage Statement — 9 Pine Ct
Mortgage Statement · 2 pg
  1. Receive & control2 pages logged in package control
  2. ClassifyMortgage Statement at 97%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0004
Property Tax Bill — 9 Pine Ct
Tax Bill · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyTax Bill at 96%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
HOA Statement — 9 Pine Ct
HOA · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyHOA at 95%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
Divorce Decree
Decree · 9 pg
  1. Receive & control9 pages logged in package control
  2. ClassifyDecree at 96%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0016
Name Affidavit
Affidavit · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyAffidavit at 95%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
USA PATRIOT Act Form
Patriot Act · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyPatriot Act at 98%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
Homebuyer Education Certificate
Certificate · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyCertificate at 96%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
Wire Instructions Acknowledgment
Acknowledgment · 1 pg
  1. Receive & control1 page logged in package control
  2. ClassifyAcknowledgment at 97%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0002
Initial Fee Worksheet
Fee Worksheet · 4 pg
  1. Receive & control4 pages logged in package control
  2. ClassifyFee Worksheet at 97%
  3. OCR + boxesNot on extraction whitelist · indexed and signature-checked only
  4. ExtractSkipped · no field extraction cost
$0.0007
Page 185 · excluded: Blank page (scanner separator)$0.0000
Page 186 · excluded: Fax cover sheet$0.0000