Light AI NLP enables enterprises with an ‘intelligence layer’ that can semantically understand text and image inputs in real time, and help automate interactions across various functions with relevant response generation and actions. The layer integrates with various enterprise systems such as People Management Systems, Task Management Systems, Process Management Systems, etc. via custom APIs that are made available for every domain and utility for which the system is setup.
Technology for business scale
Light information System's DNA is AI,NLP and deep learning R&D- not a bot company or platform - focus is in natural language understanding(NLU),generation (NLG) and Deep Learning supported by an implementation based approach.
Our unique multi dimensional recursive neural network (RNN) considers text and data from various sources for training and creating models. NLU and NLG (retrieval / generative) inherently considers available dynamic data.
We have 40+ Proprietary algorithms like Query Semantic Analysis, Semantic Role labeling, 5WH analysis, Triple Relation Extraction, Anaphora Resolution, Discourse Representative Structure, Common Sense Reasoning, Evidence Scoring etc.. for semantic understanding of text.
Our Algorithms in text & image processing and deep learning with neural networks has far reaching and diverse applications.
Light information System's NLpbots understand the domain and the stake holder language,making it easy to automate, manage and sacale simple to complex interactions for an enterprise. Nlpbots is driven by semantic understanding and multi dimensional learning with unstructured text and structured data (bots are not created with intent resolution and scripting of the user path).
We have significantly improved some of the algorithms in the NLP space viz. ATD, Tree representation Structure, Machine Learning, LAT, NER, AMR, etc. These algorithms used in Memory networks give the applications that we build, the ability to process an input text and match it to appropriate actions and conversations (with back end integration to various data sources)