WO WO2026159733A1
An intelligent multimodal knowledge synthesizer system for producing an automated user specific hyper personalized product and service advisory for a user, the system comprising: a multimodal content parser module configured to extract and analyze data from different sources of information about a product or the user; a knowledge mixer module configured to mix the knowledge extracted by the multimodal content parser module from said different sources; a knowledge graph builder module configured to build a knowledge graph based on the knowledge produced by the knowledge mixer; a grounding and finetuning module that grounds and finetunes a foundational model using one or more knowledge graphs; and an AI playbook agent module that extracts relevant knowledge from the grounded and finetuned foundational model in response to a user query to generate a personalized advice and recommendations about the product for the user
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