Hyderabad, Telangana based Subtl.ai is a deep-tech startup that has successfully created technology that can read through unstructured text documents and help users with information they need by contextually pinpointing relevant information to them, from what would normally be a haystack of PDFs and Word documents. The underlying technology was co-created with IIIT-Hyderabad based on 15+ years of research expertise. Their Technology - Document Comprehension - Extract unstructured data and create query-able models; Cognitive Modelling - Semantic feature models scan through your content, to better understand your documents; Relevance engine - To understand your questions and contextually pinpoint relevant information, from what would normally be haystacks of PDF documents; Research Backing - Backed by extensive work done in areas of Natural Language Processing and Question Answering systems. Their Solutions: Chat Bot - Subtl technology is enabling chat bot by powering them with automated document querying; Document Management System - Enabling NLP based semantic search of documents in a DMS; Customer Support Product - Document based AI added to any customer support solutions; Workflow Optimisation - BPM and workflow products enhanced through document insights added to the flows.