Intent Variation Services

Human languages are very complicated. Depending on the speaker, its mood, situation and culture, words have different meanings in different contexts. To make conversational AI models like chatbots understand the intricacies of human languages, they need to be trained. They must be trained to understand the intent behind different statements said by the user. An intent is a group of utterances or words with similar meaning. Natural Language Processing, or NLP, is the process which enables machine learning models to make sense of different human languages, recognize the intent in similar statements despite the order of words or the structure of the sentences, and produce a suitable response.

Intent Variation Services Offered by SunTec.AI

To train machines to detect intents accurately, the training datasets must be comprehensive and diverse. We at SunTec.AI provide such custom datasets that cover all the possible ways through which users from different backgrounds and age might express their intent. Our training datasets are ideal for training machine learning-based models like search engines, chatbots and voice assistants.

Intent Recognition

Leverage our intent recognition services, to train your machine learning modes to identify intents even out of complex or unique user statements. Our high-quality training data sets equip your smart user interfaces with the unmatched capacity to recognise the intent and accurately classify them for improved user experience.

Intent Classification

Intent classification is an important technique to train conversational- AI models like chatbots. Intent classification is a vital component of NLU (Natural Language Understanding) which is a subset of NLP. Automatic association of a customer query or comment to a specific category is known as intent classification. With SunTec.AI’s intent classification services, train your classifier to accurately analyse customer queries, social media comments, chatbot conversations, emails, and more and classify them into relevant intent categories like demo request, complain, purchase, and unsubscribe.

Why Choose SunTec.AI for Intent Variation?

Chatbots which are based on NLP can significantly improve your business processes, increase profitability and enhance the customer experience. SunTec.AI’s vast experience and highly skilled workforce is adequately adept at training your machine learning models.