John Kanarowski

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natural language processing machine learning deep learning generative ai entity resolution entity disambiguation business intelligence content summarization analytics deep information technology digital media consumer internet information technology internet software development ai platform knowledge management product expertise customer support chatbot solutions self-service support ai-driven solutions data extraction knowledge base enhancement large language models (llms) real-time insights customer interaction optimization operational efficiency cost reduction technical support ai optimization issue resolution training automation feedback mechanisms knowledge graphs information structuring cot reasoning complex problem solving user experience improvement support ticket automation ai accuracy decision support multi-channel support agent assistance customer satisfaction first contact resolution service efficiency ai-powered insights product knowledge integration internal knowledge assets continuous improvement dynamic content management self-service initiatives reduction of support costs human-ai collaboration information access product support copilots data-driven decision making technical documentation insight delivery ai-enhanced customer experience support call deflection high-value information extraction artificial intelligence information technology & services consumers