Architecture
Architecture of CoRover Platform is Modular, Secure, Reliable, Robust, Scalable and Extendable. Our innovation in technology is the most unique property, which makes us a differential provider in the market.
CoRover Cognitive AI framework
CoRover Cognitive AI framework, which uses our patented AI in the most innovative way, comes with various components, such as, AI auto-suggestion, AIML, NLP, ML, deep learning and proprietary, cognitive AI framework, which makes our product very easy to use. User can initiate queries using various interfaces. Our Chatbot takes these queries and passes it through various layers of our framework as mentioned below:
AI Auto-Suggestion
This feature compares the user’s questions and maps it with the predefined questions. If the question matches the predefined questions, then the chatbot responds with the answer.
AIML
In this level, it simplifies the words in the question to interpret more efficiently. Message enrichment and correction also happens here. The AIML interpreters can provide pre-processing functions to
NLP
This level applies algorithms to understand the meaning and structure of sentences. Syntactic and semantic analysis are two main techniques used with natural language processing. Normalization,
Unsupervised algorithm
This layer uses historical chat log data (transcripts), without the need for any human labelling.
ML and DL
In this layer the feedback data and question are collected, and the responses are updated through machine learning abilities.
Deep multitasking learning
This layer brings the humankind of learning to the framework, and enables focusing on each word, sentence and previous sentences to drive deeper understanding