Case study

Automatic semantic analysis of legal contracts.

Challenge

Automatic categorization of various parts of the contract, e.g. contractual penalties, property rights, parties to the contract, definitions, etc. Automatic generation of a document template based on hundreds of similar contracts, including handling of contracts in PDF format.

Organization profile

Pergamin, a Warsaw-headquartered startup specializing in handling eContracts, is a platform for the effective creation and management of contracts and other legal documents (attachments, protocols, circulation cards, agreements, statements) intended for companies.

The tool allows you to quickly create and sign a contract using an online platform.

Solution

MIM Solutions has developed a tool for automatic semantic analysis of legal contracts for Pergamin.

We helped in the creation of legal contract templates using only a small number of contracts obtained from a given client (company), thus improving the preparation of a contract in the company. The tool accepts multiple formats as inputs (text, PDF files and images) and performs semantic analysis, i.e., named-entity recognition or semantic segmentation using state-of-the-art few-shot learning and Transfer Learning in NLP (Natural Language Processing)

Tens of thousands of contracts have already been signed electronically via the platform. The contracts concluded in this way have been repeatedly recognized by state institutions, such as the Tax Office or Poland’s Social Insurance Institution.

Results

For each new contract, the system automatically generates a template in parchment format and marks all important parts of the contract.

Get in touch

If you want to learn more how MIM Solutions can help develop AI in your company, please contact us.