Businessware Technologies is a leader in intelligent document processing (IDP), providing innovative solutions that help businesses optimize and automate work with large volumes of documents. One of their key areas of activity is the development and testing of large language models used to extract data from complex documents such as invoices. To improve the quality of processing, the company’s specialists use a unique ensemble approach that combines the capabilities of several AI models.
The main essence of testing
AI invoice processing is that the results obtained by each language model undergo a comparison and analysis procedure, after which the most accurate data is selected based on the majority vote principle. This technique allows for the most effective use of the strengths of each model, compensating for their individual weaknesses. Thanks to this, exceptional accuracy and reliability of recognition is achieved, which is especially important in business, where errors in invoice processing can lead to financial losses and slowdowns.
The average accuracy of data extraction within the framework of this approach increased from 85% to 97%, which is a significant achievement for the document automation industry. This level of processing quality allows companies to minimize human involvement in routine operations and focus on more strategically important tasks, thereby increasing the overall efficiency and competitiveness of the business.
Benchmarking Results
In addition, Businessware Technologies regularly publishes reports and benchmarking results of leading language models, which helps customers navigate the vast number of offers on the market and choose the most suitable solutions for their specific needs. The tested systems include well-known products that demonstrate the company’s comprehensive and objective approach to technology assessment.
For companies planning to implement intelligent document processing, Businessware Technologies offers professional consultations and assistance in choosing the optimal AI model. The company’s experts take into account the specifics of the client’s business, types of processed documents and technical requirements, which allows them to choose the most effective and cost-effective solution.
