Overview
A leading mortgage lender struggled to scale as manual loan document processing became slow, error-prone, and unsustainable across tens of thousands of files monthly.
Solution
We implemented a real-time AI pipeline on Azure to classify, split, and organize documents automatically—triggered directly within their Loan Origination System (LOS).
Business Impact
80% reduction in manual sorting and naming effort.
50% faster turnaround for underwriters to receive organized files.
Improved compliance through consistent document tracking across loan programs.
What Differentiates Our Solutions
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10+ years of AI/ML leadership
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Experience with regulated industries
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Enterprise-grade data security and governance
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Quick-start PoCs to demonstrate ROI
Reimagine Your Industry
Document Automation & Processing
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Digitize and extract data from KYC/AML forms
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Auto-process loan agreements, contracts
Fraud Detection & Risk Analytics
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Detect transactional anomalies in real-time
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Predict and mitigate fraud patterns early
Customer Experience Automation
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24/7 AI chatbots for faster support
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Personalized financial planning and nudges
Credit Scoring & Underwriting
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AI-driven credit models for fairer scoring
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Automate underwriting for speed and accuracy
Regulatory Compliance Monitoring
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NLP tools for summarizing and alerting policy updates
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Reduce compliance risk with smart monitoring
Financial Forecasting & Scenario Planning
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AI models for P&L prediction
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LLMs for multi-scenario decision support
Ready to Transform Your Financial Operations with AI?
Let’s explore how Kaamsha can help you accelerate innovation, reduce costs, and scale impact—securely.