Why MatterwaySolutionsUse CasesCapabilitiesPlatformIT SecurityMatterway 101
Capabilities
Explore Capabilities
Streamline workflows
Support decision-making
Reduce potential for errors
Ensure process adherence
Simplify onboarding

Matterway’s capabilities help employees to perform work faster and with higher accuracy, so that they can focus on what matters.

Learn more
Solutions
Explore Solutions
For BPO’s
For IT Professionals
For Corporates

Discover how Matterway can optimize your business operations.

Learn more
Platform
Explore Platform
Explore

Explore where your teams are slowed down, and map out a roadmap for improvement

Control

Deploy Matterway’s improvements to exactly the right employees and teams

Capture

Capture work on the click-level, as your employees perform it in their actual day-to-day

Measure

Measure how much time your improvements save, and collect ideas for what to improve next

Monitor

Monitor improvements anonymously, and get detailed diagnostics in case they don’t work

Design

Design together with your employees, how their work should look like in the future

Develop

Develop improvements with low code tools and make improvements robust for usage

The Matterway platform is designed for process improvement teams to quickly improve work together with employees.

Learn more
Product
Book a demo
Book a demo
Home
Use Cases
Auto Finance Funding
Automotive Finance
Retail
AI

Auto Finance Funding

Accelerating auto finance funding by automating document parsing and cross-system validation while proactively monitoring compliance variances.
Ticketing System
Bank Validation System
Core Funding Database
Reduction in Average Handling Time
24 → 9 Minutes
Reduction in Required User Actions
202 → 27 Actions
Annual FTE Savings
15 FTE
Get this Assistant
Reduction in Average Handling Time
14 → 5 Minutes
Reduction in Required User Actions
150 → 16 Actions
Annual FTE Savings
8.4 FTE
Faster Time-to-Fund
100% compliant audit trail
Fewer dealer data errors
Lower operating cost
Get this Assistant
Content
Background Info
Process Overview
UX Improvements
How it Works
Background Info
Type of Company: Automotive Finance / Retail Lending
Business Process Scenario:

In this scenario, funding teams review new auto finance applications by validating customer identity, contract data, and insurance details against core banking records. To finalize an approval, specialists must manually cross-reference data across six different PDF document types and multiple validation systems. Delays in this process directly impact dealer payout speeds and customer satisfaction, yet the high volume of manual data entry remains a significant bottleneck for operational throughput.
# of Monthly Transactions: 6,500+
Process Overview
Task Description
  1. Search ticketing system for new auto finance files
  2. Open and manually read through 6+ PDF documents
  3. Log into Bank Validation System to verify account data
  4. anually compare Bill of Sale prices against the CSC form
  5. Cross-check credit decisions against final contract terms
  6. Write manual audit notes for every validation performed
Assisted Task with Matterway
  1. Automated queue monitoring and application retrieval
  2. AI-driven document sorting and data extraction from PDFs
  3. Background banking verification via integrated system lookup
  4. Real-time variance monitoring and threshold flagging
  5. Guided mismatch resolution for dealer-provided data
  6. Automated generation of a complete, time-stamped audit log
UX Improvements
Manually parsing data across 6 different PDF document types
Constant switching between ticketing, bank validation, and core systems
High risk of missing small variances in dealer-provided contracts
End-to-end processing within a single unified view
Proactive flagging of data mismatches and policy violations
Zero manual data entry for banking and identity verification
Matterway Solution: How it Works

The Assistant streamlines the funding process by acting as a contextual layer over the application queue. It eliminates the “swivel-chair” nature of verifying unstructured PDFs against core data, ensuring that every contract meets compliance thresholds before being finalized for the funding office.

1
Automated application discovery

The Assistant monitors the ticketing system to automatically locate and queue new auto finance applications. By identifying pending files in real-time, it ensures that funding teams are always working on the highest-priority cases without manual searching.

2
Intelligent document classification

Upon opening a case, the Assistant identifies and organizes all required attachments, including the Bill of Sale, Insurance, CSC, and Identification. It uses AI to parse these PDFs, ensuring all necessary documentation is present and legible before the review begins.

3
Multi-source data validation

The Assistant seamlessly cross-references data extracted from PDFs, such as the Payment Cheque and Application, against the information in the ticketing system. This ensures that the physical contract details perfectly match the digital record.

4
Automated banking verification

The Assistant logs into the Bank Validation System to verify the applicant’s financial standing and account details. This background check happens instantly, removing the need for agents to manually re-key banking data across systems.

5
Decision and contract orchestration

The Assistant orchestrates the final verification of contract details and credit decisions. It presents a side-by-side view of the credit approval versus the current contract terms, ensuring 100% accuracy in the final funding agreement.

6
Proactive variance monitoring

To maintain strict compliance, the Assistant monitors variance limits in real-time. It automatically flags any figures, such as interest rates or loan-to-value ratios, that exceed pre-defined thresholds, preventing out-of-policy approvals.

7
Guided document exception handling

If a required attachment is missing or unreadable, the Assistant triggers a guided exception workflow. It prompts the agent to request the specific document, ensuring the application doesn’t stall due to administrative gaps.

8
Intelligent field mismatch detection

The Assistant identifies discrepancies between different dealer documents, such as price mismatches between the CSC and the Bill of Sale. These conflicts are highlighted immediately, allowing the agent to resolve dealer data errors before submission.

9
Finalization and audit logging

Once all checks are complete, the Assistant finalizes the application and submits it to the funding office. Every validation step, exception, and approval is logged in a comprehensive audit trail to satisfy internal compliance and regulatory requirements.

Get this Assistant
Explore More Use Cases

Explore our collection of Matterway Skills for different use cases that highlight the results & task steps before and after Matterway is implemented.

View All Use Cases
Handling Time Reduction
12 → 4 Minutes
Banking
KYC
AI
PEP Screening

Investigate transactions that have been flagged as having politically exposed persons (PEP) involved and decide whether the transaction should be approved or rejected.

Custom KYC System
Zendesk
LexisNexis
Google
LinkedIn
Handling Time Reduction
9 → 3 Minutes
Banking
KYC
AI
Sanctions Screening

Investigate transactions that have been flagged to involve sanctioned persons or countries and decide whether the transaction should be approved or rejected.

Custom KYC System
Zendesk
Google Maps
SharePoint
Handling Time Reduction
7 → 2 Minutes
Banking
KYC
AI
Repairing Wire Transactions

Review broken wire transactions and take appropriate follow-up action to unblock the payment.

Custom-Built Payments Portal
LexisNexis
Outlook
Handling Time Reduction
60 → 21 Minutes
Capital Markets
Reconciling Investor Accounts

Reconcile investor accounts in Excel in a streamlined fashion while maximising process compliance.

Excel
Azure SQL
Sharepoint
Outlook
Handling Time Reduction
24 → 9 Minutes
Sales Ops
Sales Quote Generation

Generate contract renewal quotes by reviewing the customer’s eligibility for discounts by looking at various data sources.

Salesforce
Custom-Built Quote Generation Tool
Azure SQL
Custom-Built Compliance Tool
PDF
Excel
Handling Time Reduction
22 → 8 Minutes
Insurance
Insurance Policy Renewal Generation

Review & calculate policy renewal premiums for property & casualty insurance, considering various factors.

Guidewire
Custom-Built Document Management Tool
Salesforce
Handling Time Reduction
40 → 13 Minutes
Banking
AI
Financial Services
Unusual Activity Reporting Triage

Review reports of unusual customer activity by investigating account & transaction data, and route them to the appropriate expert team for further action.

Custom-Built Fraud Case Management System
Microsoft PowerApps
Microsoft Outlook
Custom-Built Transaction Processing System
View All Use Cases
Matterway is an enterprise-grade, AI-native intelligent assistance platform that simplifies complex employee workflows for large organizations and BPOs. Combining AI agents, automation, UX, and human-in-the-loop capabilities, it helps amplify human potential at scale. Acquired by Cognizant (Nasdaq: CTSH) in October 2025.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
SolutionsFor BPOsFor CorporatesFor IT
Why MatterwaySolutionsCapabilities PlatformUse CasesIT SecurityMatterway 101Blogs
Privacy PolicyCareersFAQs
© 2026 Cognizant
All rights reserved.