Resources & Guides

Deep dives on document automation

Technical guides, fraud prevention strategies, and real-world implementation patterns from teams processing millions of documents.

Implementation Guides

9 articles

From Email to Searchable in 30 Seconds

The industry average is 12 minutes per invoice. Process ALL documents in under 60 seconds.

AI Chat for Document Search

Semantic search achieves 95% accuracy vs 51% for keyword-only systems.

Production RAG Deep Dive

87% recall with hybrid search. Chunking, RRF fusion, pgvector implementation.

Self-Healing Validation

How AI catches math errors, duplicate payments, and auto-repairs them.

Why 3-Way Matching Fails

5-way validation catches 95% more fraud than traditional matching.

12 Fraud Patterns You're Missing

Price creep, split purchasing, cumulative fraud, and sophisticated patterns.

$0 Anomaly Detection

Pure SQL fraud detection with adaptive thresholds. No ML infrastructure.

Vendors That Don't Exist

30% of businesses have paid a fraudulent vendor. Catch them first.

Ditch the Spreadsheet

Get vendor financial health and risk scoring in seconds, not weeks.

Platform Comparisons

3 articles

Kynthar vs Rossum

$249/mo instant setup vs $18K/year enterprise. When to choose each.

Kynthar vs Docsumo

Email-native vs API-first. For developers and operations teams.

Kynthar vs Open-Source

Real TCO of Tesseract/PaddleOCR vs managed service.

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