Challenge — Tender Requirements Extraction from Unstructured PDF Documents
Tender processes often require teams to find and extract relevant information from requirement sheets, where key details are still embedded in raw PDF documents. This makes requirements analysis time-consuming and error-prone, especially when information must be traced back to the original source.
Solution — Domain Chatbot for Requirements Analysis with Source-Linked Answers
We build a custom, domain-tailored chatbot that answers questions and provides linked references to the original information source. The system is optimized for the target domain and can be extended with expert knowledge integrated into the solution to improve relevance and usability in real tender workflows.
Impact — 1000× Faster Analysis with Expert-Level Retrieval Performance
- Time efficiency improved by a factor of 1000×
- Comparable or better performance in finding relevant information than trained domain experts, based on evaluation with a representative set of labeled Q&A pairs on previously unseen data
Topic
Digital Transformation