Mini-Phase 1

SBA Loan Audit System

Automated document classification, gap analysis, and audit report generation for SBA loan applications. Powered by Lamatic AI for Locality Bank.

7
Categories
83
Subcategories
9
Schema Families
103+
Cross-Doc Links

How It Works

Four-step pipeline from document upload to final audit report.

📥
Documents Upload
Files arrive in SharePoint as usual
🧠
AI Classifies & Extracts
Auto-classify into 80+ types, extract structured data
🔍
Gap Analysis & Audit
Cross-doc checks, missing items, credit box validation
📄
Report Generation
PDF audit report + populated Excel checklist

Document Categories

7 primary categories covering all SBA loan documentation. Click any card to explore its subcategories.

What AI Catches

Cross-document inconsistencies and SBA credit box violations detected automatically.

FindingSeverity
Liabilities mismatch between debt schedule and balance sheetCRITICAL
Bankruptcy/criminal disclosure conflicts across formsCRITICAL
Owner names or percentages differ across documentsHIGH
Revenue in tax returns doesn't match P&L or projectionsHIGH
DSCR below 1.15x minimum thresholdCRITICAL
Insufficient equity injection (10-30% required)HIGH

3-Flow Architecture

Deep dive →

Three automated workflows with clean separation of concerns.

📥
Flow 1: Ingestion
File arrives → classify → extract → store → checklist match → notify
AIRBYTE
💬
Flow 2: Teams Bot
Message → parse intent → read DB → respond instantly → optionally queue job
TEAMS MESSAGE
Flow 3: Job Runner
Poll queue → route by job type → execute (audit / report / checklist) → notify
CRON (5 MIN)
🔑Key insight: Flows don't call each other. They communicate through MySQL. Flow 1 and Flow 2 write to job_queue. Flow 3 polls and executes. Clean decoupling.
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