Engineering · GraphRAG
Alfa Laval Improves Answer Quality by +20% with Perseus
Perseus helped Alfa Laval process over 1,000 technical PDFs, structuring the content to improve answer quality and support various teams.
Alfa Laval Enhances Technical Documentation with GraphRAG
Perseus collaborated with Alfa Laval to implement a GraphRAG assistant pipeline, transforming a large volume of technical engineering documentation into a structured and easily accessible knowledge graph.
The Challenge: Deriving Precise Answers from Technical PDFs
Alfa Laval needed to process over 1,000 technical PDFs to provide accurate and verifiable answers to its sales, quality, engineering, and project management teams. The challenge was to structure this dense, technical information in a way that would allow for precise queries and reliable responses.
The Solution: Perseus's GraphRAG Assistant Pipeline
Perseus developed a solution that structured Alfa Laval's technical documentation into a detailed knowledge graph. The key features of this solution include:
- Structured Knowledge Base: The pipeline created a graph with 244 classes and 175 properties, providing a comprehensive and detailed representation of the technical information.
- Improved Answer Quality: The structured graph allowed for more precise and verifiable responses, leading to a +20% improvement in answer quality.
- Cross-Functional Support: The GraphRAG assistant now supports a wide range of teams, including sales, quality, engineering, and project management, by providing them with quick and accurate access to technical information.
The Impact: Enhanced Efficiency and Verifiable Responses
The collaboration with Perseus has enabled Alfa Laval to:
- Achieve Higher Quality Answers: The structured knowledge graph ensures that the answers provided by the assistant are precise and verifiable.
- Increase Operational Efficiency: Teams can now access technical information more quickly and reliably, improving their workflow and decision-making processes.
- Scale for Future Growth: The solution is built to accommodate an increasing volume of technical documentation, ensuring that it will continue to support Alfa Laval's needs as they evolve.
This partnership demonstrates the power of Perseus's GraphRAG pipeline to transform complex technical documentation into a valuable and accessible knowledge base.