Features
End-to-End Automation
Automatically monitors inboxes, detects documents, and transfer extracted data into your ERP or CRM
Extracts and routes documents, but requires external tools to achieve full end-to-end ERP integration
Core Technology
Utilizes Large Language Models (LLMs) that read and understand documents contextually
Relies on traditional Optical Characters Recognition (OCR) combined with legacy machine learning models
Contextual Understanding
Contextually understands complex business logic, variant configurations, and unstructured data
Limited to structured data extraction and predefined document types, struggles with complex and unestructured B2B logic
Exception Handling
AI agents automatically draft emails and asks clients for missing or unclear information, no human intervention needed
Relies on having a human-in-the-loop reviews
Adaptability and Customization
Adapts to your specific workflows and business rules, no training needed
Pre-built document skills available, but complex use cases demand manual training and setup
Hosting and Processing Environment
Supports Bring Your Own Infrastructure (BYOI) and on-premise data storage
Cloud or on-premise available
IT Security
Document Focus
Specialized in sales and procurement documents, such as sales orders, order confirmations, quotes, and more
Standard business documents across AP, HR, legal, and logistics
Document Complexity
Any document type: email, scanned PDFs, free-text emails, images, multilingual files, Word/Excel, handwritten notes, and many more
PDF with OCR layer, ZugFerd, JSON, XML, and images file for QR/barcode reading
Implementation Effort
Effortless implementation using firect API, EDI, or file exchange connections
Low-code setup available, but enterprise deployments typically require costly professional services
Beyond Legacy OCR
turian replaces the template-driven approach of traditional OCR tools. Instead of recognizing characters on a fixed layout, our AI agents understand document type, business intent, and context. It works on any format, from scanned PDFs to free-text emails, without rebuilding extraction rules every time a layout changes.
Document Analysis Powered by AI
turian's agents automatically identify the document type and its business context. Whether it's a customer order, purchase order, bill of quantities, or invoice. Our agents can also draft a clarification email to the sender, keep the workflow moving, and only escalate genuine exceptions to your team.
Data Extraction and Entry with AI
Once documents are processed, turian's agents extract data and validate it against your ERP, CRM, or master data in real time. The AI agents then update your systems automatically. No manual re-keying, no review queues for standard cases. It handles the full range of B2B documents: sales orders, purchase orders, quotes, invoices, and more.