Transforming construction planning through AI-powered material identification and LLM-based automation
A leading solution provider in the building construction industry. The client relies on LV (list of services) specifications—short and long descriptions—to determine required construction materials for various building projects.

Business Challenges
- Manual material selection
- Inaccurate identification of articles
- Inefficient workflows
- Non-standard LV descriptions
Solution Delivered
- Deployed LLMs and text similarity algorithms to auto-identify materials from LV descriptions
- Built a cross-tenant knowledge model to handle new tenants with limited historical data
- Enabled data-driven decision-making to reduce errors and delays
Impact & Outcomes
Reduced operational costs and resource wastage
Improved material identification accuracy
Accelerated project timelines through faster decisions
Enhanced efficiency across planning workflows
