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RPA & AI

AI Orchestration in practice Invoice Automation with Large Language Models and RPA

AI Orchestration helps companies efficiently process massive volumes of unstructured data hidden in documents such as invoices, contracts, and emails. The key lies in combining Large Language Models (LLM) with Robotic Process Automation (RPA) — a powerful synergy that revolutionizes business operations.

This combination not only understands documents through advanced NLP techniques but also automates routine steps and prepares inputs for decisions by responsible staff. Watch our video to see this process in real-life scenarios.

Core features in practice:
Turning Data Chaos into Perfect Organization

Transforming unstructured documents into validated, structured data is done through several fully automated steps. Our AI-powered software robot follows this process:
Digitization
The first step is converting incoming documents into machine-readable digital form. The robot automatically accesses the email, downloads the attachment (a scanned image or PDF), and uses Optical Character Recognition (OCR) to convert it into digital text — ready for analysis.
Classification
After digitization, artificial intelligence analyzes the document. Through keyword analysis, context understanding, and trained patterns, it automatically identifies the document type — in our example, it accurately classifies it as an invoice. This ensures proper downstream processing.
Extraction
In this crucial phase, AI performs intelligent data extractionIt precisely pulls all key data from the invoice: company ID, tax ID, document number, due dates, bank account details, and all financial amounts with their breakdowns.
Validation and Structured Data Entry
Extrahovaná data jsou následně validována – systém je porovná s existujícími záznamy nebo interními pravidly, aby ověřil jejich správnost a logickou konzistenci. Po úspěšné validaci se robot přihlásí do podnikového systému (účetního, ERP) a zapíše strukturovaná data into the correct fields. The process is complete.
Key benefits of AI Orchestration
Implementing this solution brings both immediate and strategic value to your organization:
  • Faster processing times: Automation drastically reduces time spent on document workflows.
  • Fewer human errors: Eliminating manual data entry significantly improves data accuracy and reduces the risk of costly errors.
  • High precision in data extraction: Advanced LLM and NLP ensure success even with complex document formats.
  • Cost savings: Automating repetitive tasks frees up employees and cuts operational costs.
  • Nonstop operation: Robots can work 24/7, ensuring seamless and scalable processes.
Interested in a similar solution?
If you're struggling with complex administrative tasks and want to harness the potential of artificial intelligence and automation, contact us. We’ll gladly explore a tailored solution for your organization.
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