Cam Dresie

Greetings! I'm a Staff Product Manager at Ontra, where I lead the development of AI-powered solutions for the legal industry. I'm a California licensed attorney and hold a law degree from Washington University in St. Louis and a Masters in Computer and Information Technology from the University of Pennsylvania.

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Cam Dresie | Staff Product Manager

Intake AI Models

Created an intelligent document intake system that uses multiple AI models to automatically classify documents, predict processing requirements, and extract key information, significantly improving the efficiency of our legal network's document processing workflow.

Approach

Model Development

Developed and trained three specialized AI models: document type classification, processing speed prediction, and project name extraction.

Integration

Seamlessly integrated the AI models into the existing document intake workflow to provide real-time processing insights.

Performance Optimization

Continuously refined models based on feedback from the legal network to improve accuracy and processing speed.

Impact & Outcomes

  • Automated classification of more than 30 document types with high accuracy
  • Reduced document processing time by predicting resource requirements
  • Improved project organization through automated name extraction
  • Streamlined workflow for legal network