AI-powered pay stub validation with document intelligence
CEI implemented an AI-driven solution to automate income validation, reduce manual review effort, and improve scalability across housing program workflows.
Automated document process
Reduced manual validation effort
Streamlined workflows
Faster validation and decision-making
Improved accuracy
Consistent pay stub data extraction
Company Overview
A federally chartered financial institution provides funding and liquidity solutions to support housing and community development. The organization evaluates municipal bonds to determine eligibility based on real estate criteria, requiring detailed analysis of complex disclosure documents.
The Challenge
Manual validation process
Time-consuming review of income documents
High complexity
Variability in pay stub formats and data structures
Limited scalability
Difficult to handle increasing document volume
Workflow inefficiency
Manual processing slowed decision timelines
The Solution
CEI implemented an AI-powered solution using Azure Document Intelligence and Power Platform to automate the extraction and validation of pay stub data. The system retrieves documents, extracts structured data, and applies validation logic before delivering results to business users. The solution was built to align with enterprise security and governance standards.
Automated pay stub data extraction
Integration with email and processing pipelines
AI-driven validation of income data
Alignment with governance and security requirements
Workflow automation using Power Automate
Results
Automated pay stub processing
Reduced reliance on manual document review
Improved consistency
Reliable extraction across varying document formats
Faster validation workflows
Accelerated decision-making timelines
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