How Conversica delivers Conversation Automation with neural networks
Blog post from Vectara
Conversica is advancing Conversation Automation solutions powered by natural language processing (NLP) to create authentic two-way interactions without solely relying on pre-programmed dialogue flows. Their Revenue Digital Assistants™ (RDAs) operate across various digital channels and languages, simulating human-like interactions by understanding intent and tailoring responses through extensive data integration. This system enhances customer experiences by autonomously identifying and capitalizing on revenue opportunities. A vital aspect of this platform is a sophisticated search capability that interprets and responds to diverse queries with accuracy and speed, surpassing traditional keyword-based searches. Conversica's team, incorporating neural search technology, has achieved significant improvements in response relevance and efficiency, facilitating higher quality leads for marketing, accelerated customer acquisition for sales, and strengthened customer relationships for success teams. Partnering with Vectara, they adopted a "neural first" approach, resulting in improved search precision, recall, and F1 scores, and supporting cross-language hybrid search to provide relevant, summarized answers across languages. This integration addresses the evolving expectations of users who seek precise, contextually aware responses in natural language, rather than generic search results.