AES-256 encryption SOC 2 compliant infrastructure Sub-30 second processing Your data never trains AI models

Real Estate Document

Borrowers are waiting. So is your commission.

Loan Estimate (TRID) Data Extraction

Extract loan terms, fees, and disclosures from CFPB Loan Estimate forms for mortgage comparison

No credit card required to get started.

38 Fields extracted
93%+ Accuracy rate
<30s Processing time

Mortgage document review delays closings

Loan officers manually compare fees across TRID documents. Tolerance violations, compliance risks, and delayed closings frustrate borrowers.

  • Complex fee schedules across multiple documents
  • TRID tolerance compliance requirements
  • Time pressure from rate lock expirations
  • Manual comparison is error-prone

Data we extract from loan estimate.

Structured output ready for your systems.

Date IssuedExtract the Loan Estimate date issued. Return in Y...
Applicant NameExtract the applicant/borrower name(s)....
Property AddressExtract the subject property address....
Sale PriceExtract the sale price of the property....
Loan TermExtract the loan term (e.g., 30 years, 15 years)....
PurposeIdentify loan purpose: Purchase, Refinance, Constr...
ProductExtract the loan product type (e.g., Fixed Rate, A...
Loan TypeIdentify loan type: Conventional, FHA, VA, USDA, O...
Loan AmountExtract the loan amount....
Interest RateExtract the interest rate....
Rate LockIs the rate locked? Yes until [date], No...
Rate Lock ExpirationIf rate locked, extract expiration date. Return in...
Monthly P&IExtract the monthly principal and interest payment...
Estimated TaxesExtract estimated monthly property taxes....
Estimated InsuranceExtract estimated monthly homeowners insurance....
Estimated PMI/MIPExtract estimated monthly mortgage insurance (PMI/...
Estimated Total MonthlyExtract the estimated total monthly payment....
Origination ChargesExtract total Origination Charges (Section A)....
PointsExtract discount points amount and percentage....
Services Borrower Cannot ShopExtract total for Services Borrower Cannot Shop (S...
Services Borrower Can ShopExtract total for Services Borrower Can Shop (Sect...
Total Loan CostsExtract Total Loan Costs (D)....
Taxes and Government FeesExtract total Taxes and Other Government Fees (Sec...
Recording FeesExtract recording fees....
Transfer TaxesExtract transfer tax amount....
PrepaidsExtract total Prepaids (Section F)....
Initial EscrowExtract total Initial Escrow Payment at Closing (S...
Total Other CostsExtract Total Other Costs (H)....
Total Closing CostsExtract Total Closing Costs (J = D + H)....
Lender CreditsExtract lender credits. Return $0 if none....
Closing Costs FinancedExtract closing costs financed (rolled into loan)....
Cash to CloseExtract the estimated Cash to Close....
APRExtract the Annual Percentage Rate (APR)....
TIPExtract the Total Interest Percentage (TIP)....
Lender NameExtract the lender name....
Lender NMLS IDExtract the lender NMLS ID....
Loan OfficerExtract the loan officer name....
Loan Officer NMLSExtract the loan officer NMLS ID....
1

Upload

Upload your loan estimate documents in PDF, image, or scanned format. Drag and drop or use our API.

2

Extract

Our AI identifies and extracts all 38 fields with 93%+ accuracy. No templates or training required.

3

Review

Review extracted data with confidence scores. Approve, edit, or flag items for human verification.

4

Export

Download as JSON, CSV, or Excel. Integrate via API or webhook to your existing systems.

Who uses loan estimate extraction?

Loan Officers

Quickly extract and compare loan document data.

Mortgage Processors

Automate data extraction from disclosure documents.

Quality Control

Review fee accuracy across loan documentation.

Compliance Teams

Verify TRID tolerance compliance efficiently.

Frequently asked questions.

Common questions about loan estimate extraction.

Loan Estimate has complex fee schedules.

We extract all sections—loan terms, projected payments, closing costs, cash to close. Every fee category.

We need this for LE/CD comparison.

Extract both documents for side-by-side fee comparison. Identify tolerance issues.

Different lenders format slightly differently.

TRID requires standard format. We handle the variations within that standard.

What about tolerances?

Zero tolerance, 10% tolerance, and no tolerance limit fees are categorized.

Borrower information sensitive.

AES-256 encryption, borrower data protected, deleted after extraction.

Can we test with real LEs?

Yes. Sign up for evaluation credits and upload Loan Estimates. No payment required.

"TRID tolerance violations were our biggest fear"

Manually comparing Loan Estimate to Closing Disclosure data meant errors we didn't catch until too late. Two tolerance violations in one month.

Automated extraction lets us compare documents side-by-side instantly. No tolerance violations in six months.

— Quality Control Manager, Mortgage Lender

Ready to automate loan estimate processing?

Processing 1,000+ documents monthly? Let's discuss your requirements.

No credit card required to get started.

P.S. Borrowers remember how smooth their closing was. Make it memorable.