Document AI · Consumer & Retail Lending

AI Loan Estimate Extraction & Data Extraction

Uptiq's Document AI extracts every disclosed term from the Loan Estimate's standardized form, structuring rate, fee, and closing cost data for compliance and comparison workflows.

95%+
Extraction accuracy
3x
Application throughput
100+
Native integrations

Trusted by financial institutions across banking, lending & credit

Mortgage LendersCommunity BanksCredit UnionsCommercial LendersNon-Bank Lenders

What is a Loan Estimate?

A Loan Estimate is the standardized TRID disclosure a mortgage lender provides within three days of application, detailing rate, fees, and closing costs for a residential loan.

Uptiq's Document AI extracts every disclosed term from the Loan Estimate's standardized form, structuring rate, fee, and closing cost data for compliance and comparison workflows.

The Loan Estimate is a standardized form, but figures still need precise field-level extraction

Intake / ApplicationUnderwritingClosing / DocumentationServicing / Monitoring
The Loan Estimate is a standardized form, but figures still need precise field-level extraction
Multiple Loan Estimates (initial, revised) need to be compared for tolerance violations
Closing cost categories need consistent mapping for compliance review
APR and rate lock details are easy to conflate without careful extraction
Revised estimates need to be reconciled against the original for change-of-circumstance review

AI agents built for loan estimate processing

Uptiq's Document AI extracts every disclosed term from the Loan Estimate's standardized form, structuring rate, fee, and closing cost data for compliance and comparison workflows.

1
Classification
Loan Estimate documents are classified and matched to the correct extraction schema automatically.
2
95%+ accuracy extraction
Every field is extracted with full data lineage back to the source page.
3
Validation & structuring
Extracted fields are validated and structured for downstream use.
4
Delivery into your LOS
Structured output flows into your existing LOS — 100+ native integrations, no rip-and-replace.

The result: your team spends time on judgment calls, not re-keying loan estimate data — measured across production deployments.

41%
Faster underwriting cycle time
95%+
Extraction accuracy
100+
Native integrations
5 days
To first production deployment

Fields Uptiq extracts from a Loan Estimate

A sample of the structured fields Uptiq's Document AI captures from this document type.

FieldExample
Loan Amount$385,000
Interest Rate6.375%
APR6.512%
Total Closing Costs$9,240
Monthly P&I Payment$2,401
Estimated Cash to Close$41,600
Rate LockYes, 45 days
Sample structured output
{
  "loan_amount": "$385,000",
  "interest_rate": "6.375%",
  "apr": "6.512%",
  "total_closing_costs": "$9,240",
  "monthly_p_i_payment": "$2,401",
  "estimated_cash_to_close": "$41,600"
}

What changes when this runs automatically

Loan Estimate Extraction, Not Just Storage

Uptiq's Document AI extracts every disclosed term from the Loan Estimate's standardized form, structuring rate, fee, and closing cost data for compliance and comparison workflows.

Handles the Real-World Complexity

The Loan Estimate is a standardized form, but figures still need precise field-level extraction

Consistent, Structured Output

Closing cost categories need consistent mapping for compliance review

95%+ Accuracy, Full Audit Trail

Every extracted field traces back to its source page — examiner-ready documentation, every time.

Integrates with Your LOS

100+ native integrations across loan origination systems, cores, and workflows. No new infrastructure.

Scales Without Adding Headcount

Process more loan estimate volume with your existing team as application volume grows.

Results from 150+ financial institutions in production

41%
Faster underwriting cycle time
95%+
Extraction accuracy
100+
Native integrations
5 days
To first production deployment

Results represent aggregate outcomes across production deployments. Individual results may vary.

From loan estimate receipt to structured output

Loan Estimate arrives at intake

The loan estimate arrives via email, portal, or upload. AI classifies it automatically.

AI extracts key fields

Fields are extracted at 95%+ accuracy with full data lineage back to the source page.

Data is validated and structured

Extracted fields are validated and structured for downstream use.

Delivery into your LOS

Structured, extracted data lands in your existing loan origination or servicing system.

What teams ask before they start

Loan Estimate AI is Uptiq's Document AI capability for classifying and extracting loan estimate documents, turning them into structured, underwriting-ready data instead of a PDF to read manually.
Uptiq's Document AI is certified to 95%+ extraction accuracy by a Knowledge Team of former underwriters, bankers, and analysts, with every extracted field tracing back to its source page for audit purposes.
Yes. Uptiq extracts both and flags differences that may indicate a tolerance violation requiring a change-of-circumstance disclosure.
Yes. Origination charges, third-party services, and prepaid items are extracted individually, not just the closing cost total.
Yes. Extracted terms also support borrower-facing comparison tools and post-closing loan file completeness checks.
Yes. Uptiq connects to 100+ integrations across loan origination systems, core banking platforms, and underwriting workflows — the agent layer sits above your existing stack with no rip-and-replace required.

Explore related document types

See Loan Estimate AI in Action

Book a 30-minute session. We'll run a live extraction demo on your own loan estimate documents.

Loan Estimate AI, done right.

150+ financial institutions run Uptiq's AI agents to process financial documents and accelerate underwriting.