Auto-extract & approve invoices with OpenAI, Jotform - fraud detection

Transform accounts payable from a manual bottleneck into an intelligent, automated system that reads invoices, detects fraud, and processes payments automatically—saving 20+ hours per week while preventing costly fraudulent payments.

🎯 What This Workflow Does

Automates the complete invoice-to-payment cycle with advanced AI:

1. 📧 Check Invoices from Jotform - Monitor Jotform for Invoice Submission 2. 🤖 AI-Powered OCR - Extracts ALL data from PDFs and images (vendor, amounts, line items, dates, tax) 3. 🚨 Fraud Detection Engine - Analyzes 15+ fraud patterns: duplicates, anomalies, suspicious vendors, document quality 4. 🚦 Intelligent Routing - Auto-routes based on AI risk assessment: - Critical Fraud (Risk 80-100): Block → Slack alert → CFO investigation - Manager Review (>$5K or Medium Risk): Approval workflow with full analysis - Auto-Approve (<$5K + Low Risk): Instant → QuickBooks → Vendor notification 5. 📊 Complete Audit Trail - Every decision logged to Google Sheets with AI reasoning

✨ Key Features

Advanced AI Capabilities - Vision-Based OCR: Reads any invoice format—PDF, scanned images, smartphone photos - 99% Extraction Accuracy: Vendor details, line items, amounts, dates, tax calculations, payment terms - Multi-Dimensional Fraud Detection: - Duplicate invoice identification (same number, similar amounts) - Amount anomalies (round numbers, threshold gaming, unusually high) - Vendor verification (new vendors, mismatched domains, missing tax IDs) - Document quality scoring (OCR confidence, missing fields, calculation errors) - Timing anomalies (future dates, expired invoices, weekend submissions) - Pattern-based detection (frequent small amounts, vague descriptions, no PO references)

Intelligent Processing - Risk-Based Scoring: 0-100 risk score with detailed reasoning - Vendor Trust Ratings: Build vendor reputation over time - Category Classification: Auto-categorizes (software, consulting, office supplies, utilities, etc.) - Amount Thresholds: Configurable auto-approve limits - Human-in-the-Loop: Critical decisions escalated appropriately - Fast-Track Low Risk: Process safe invoices in under 60 seconds

Security & Compliance - Fraud Prevention: Catch fraudulent invoices before payment - Duplicate Detection: Prevent double payments automatically - Complete Audit Trail: Every decision logged with timestamp and reasoning - Role-Based Approvals: Route to correct approver based on amount and risk - Document Verification: Quality checks on every invoice