This is some text inside of a div block.
 min read

Large Scale Legal Document Classification

‍Significant automation of the company's most labour intensive activity.

Goal

Introduction: Discover how AI-driven solutions are streamlining the legal document classification process for SMEs in Belgium, automating labor-intensive tasks, and enhancing accuracy and efficiency.

Objective: The goal was to develop a machine learning engine capable of automatically classifying legal documents across various dimensions, extracting relevant information from the documents, and ultimately streamlining the company's operations.

Impact: The implementation of this AI-driven solution has led to significant automation of the company's most labor-intensive activity. The model outperforms the human benchmark in classification metrics while reducing the time required to classify documents by orders of magnitude. By leveraging this advanced technology, the model frees up the equivalent of one full-time employee (FTE) each month.

prophecy labs infographic

Every month the model would free up: 1 additional FTE

prophecy labs infographic
prophecy labs infographic

Challenges: The primary challenge was to accurately classify documents on four dimensions, including case type and winner. The legal documents, originating from various courts and legal systems worldwide, were machine-readable after undergoing OCR processing but were written in multiple languages, adding complexity to the classification process.

Solution: A tailored model factory was developed, training a unique model for each language, court, and class dimension. This approach fine-tuned the system to accommodate specific legal systems, languages, and other variables, enhancing overall performance.

Technical Highlights: The model factory automatically optimizes the hyperparameters of the entire machine learning pipeline. It estimates performance and performance stability, adjusts manual review flag thresholds to ensure minimal performance is achieved, trains the model, and prepares it for deployment, streamlining the legal document classification process for SMEs in Belgium and beyond.

Real Problems. Solved.

Discover even more recent use cases where complex challenges were met with innovative solutions, resulting in tangible business value.

Revolutionizing Fraud Detection with AI-driven Solutions

Experience AI-powered fraud detection, optimizing analyst efficiency and securing customers' assets against fraud.

prophecy labs cse studies

Automate real estate valuation with predictive modeling

Automate real estate valuation with predictive modeling

prophecy labs cse studies

Large Scale Legal Document Classification

‍Significant automation of the company's most labour intensive activity.

prophecy labs cse studies

Physical Ad Effectiveness Estimation

Both the data platform and automatic report generation product got fully deployed in production.

prophecy labs cse studies

Scheduling Cleaning Services

Automatically schedule housekeepers to optimize the core activity of the business.

prophecy labs cse studies

Fully Automated Image Cleanup

Automatically process the images and remove the background of the photographs.

prophecy labs cse studies