Dodge Data & Analytics is a construction project data, analytics, and insights provider. Dodge provides trusted market intelligence that helps construction professionals grow their business, and is redefining and recreating the business tools and processes on which the industry relies.
The client needed a modern information extraction system using Deep Learning and NLP. The goal was to gain the most up-to-date information on the construction market, as well as immediate, high-quality news about offers the company may be interested in.
What we did
- Helped to automate the process of key information extraction from the collected documents using Deep Learning techniques for NLP
- Built a solution able to determine if two articles are related to the same project
Benefits for the client
- Receiving high-quality and up-to-date information with minimal human intervention
- Managing 41 different data fields by the information extraction system, and assigning the correct label to nearly 90% of them (like project location, bid date, etc.)
- Rise of efficiency by 60%, thanks to the modernized solution