Intelligent Ticket Parsing And Requirement Extraction

via “structured ticket field extraction from unstructured chat”

AI support bot framework with RAG and ticket management

Unique: Uses LLM-guided extraction with schema validation rather than regex or NER models, enabling flexible extraction of domain-specific fields without training custom models

vs others: More flexible than rule-based extraction because it understands context and intent, but less reliable than fine-tuned NER models for high-precision extraction