Lending

Loan Application Prefill

Auto-Fill Loan Applications with Banking Data

Loan applications require extensive personal and financial information. Fiskil automatically extracts verified data from banking transactions to pre-fill applications, dramatically reducing completion time and improving accuracy.

Loan Applications are Long and Painful

Manual data entry creates friction, leading to high abandonment rates and inaccurate information.

  • Applications take 20-45 minutes to complete manually

  • 60-70% of applicants abandon before completion

  • Manual data entry introduces errors

  • Applicants don't have all required information available

  • Verification of manually entered data adds processing time

Instant Application Prefill from Banking Data

Automatically extract and pre-fill application fields using verified information from bank accounts and transactions.

Personal Information Extraction

Extract name, address, contact details, and date of birth from account information.

Employment Details

Identify employer name, employment length, and income from transaction patterns.

Income Calculation

Automatically calculate income from salary deposits and other income sources.

Expense Analysis

Summarize expenses by category to pre-fill living expense fields.

How to Implement Loan Prefill

Add one-click application prefill to your lending platform.

1

Connect Bank Account

Applicant clicks "Connect Bank Account" and authorizes access through CDR consent.

2

Extract Application Data

API analyzes transactions and account details to extract required application fields.

3

Prefill Form Fields

Application form is automatically populated with verified information from banking data.

4

Review and Submit

Applicant reviews pre-filled data, makes any corrections, and submits in minutes.

Key Features

Intelligent Data Extraction

Machine learning extracts relevant information from unstructured transaction data.

Field Mapping

Automatically map extracted data to your specific application form fields.

Confidence Scores

Each pre-filled field includes confidence score for data accuracy.

Manual Override

Users can review and edit any pre-filled information before submission.

Supporting Documents

Generate supporting documentation (income summary, expense breakdown) automatically.

Multi-Account Aggregation

Aggregate data from multiple accounts for complete financial picture.

Real-World Examples

Personal Loan Platform

A loan marketplace uses prefill to reduce application completion time.

Result: Application time reduced from 28 minutes to 4 minutes, conversion up 55%.

Mortgage Broker Portal

A broker platform pre-fills mortgage applications with verified financial data.

Result: Application accuracy improved by 85%, reducing bank decline rates.

Business Lending Platform

A business lender prefills applications using business banking transaction data.

Result: Approval time reduced from 7 days to 2 days with verified data upfront.

Technical Specifications

API Endpoints

  • POST /loan-application/prefill
  • GET /accounts/{accountId}/application-data
  • POST /application-data/extract
  • GET /prefill/{sessionId}/data

Data Types

  • Personal details

  • Employment information

  • Income sources

  • Expense breakdown

  • Existing commitments

  • Assets and liabilities

Authentication

OAuth 2.0 / CDR consent

Real-Time Data

Yes

Frequently Asked Questions

Name, address, employer, income, expenses, existing loans, rent/mortgage payments, and financial commitments can typically be extracted.

Extraction accuracy is typically 90-95% for structured fields like income. Each field includes confidence score.

Yes, all pre-filled data is editable. Users should review and confirm accuracy before submission.

The API indicates which fields were successfully extracted and which require manual entry.

Yes, prefill works for personal loans, mortgages, business loans, and other complex applications.

Customers typically complete prefilled applications 75-85% faster than manual entry.

Yes, data extracted from CDR-authorized banking connections is verified and compliant for lending use.

Ready to Get Started?

Join hundreds of companies using Fiskil to power their lending applications. Get started today with our developer-friendly API.

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Auto-Fill Loan Applications with Banking Data | Fiskil...