Case Study: Invention Machine achieves faster R&D innovation with ScienceSoft's semantic search engine

A ScienceSoft Case Study

Preview of the Invention Machine Corporation Case Study

Invention Machine Corporation boosts R&D ROI with ScienceSoft and 15 million patents

Invention Machine Corporation, a provider of innovation acceleration software, sought to enhance its offering with a complex semantic search engine. Their challenge was to develop a service that could perform semantic analysis on customers' heterogeneous knowledge bases, enabling sophisticated search using Subject Action Object patterns and Boolean queries to improve the innovation process for large companies. ScienceSoft was engaged to work on this project.

ScienceSoft implemented the solution, Goldfire Innovator, which combined updated existing modules with new semantic search features and a client plug-in. The result was a powerful tool that provides structured problem-solving and access to a vast knowledge base of 15 million patents, 8,000 scientific effects, and 3,000 cross-disciplinary websites. For its users, this translated into improved idea generation, faster time-to-market, and a greater return on R&D investment.


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