助力代理人工智能：释放非结构化数据的力量.pdf

1、Fueling Agentic AIUNLOCKING THE POWER OF UNSTRUCTURED DATARohan VaidyanathanVP,Product Management HylandAlan Pelz-SharpeFounder,Deep AnalysisFueling Agentic AIUnlocking the power of unstructured dataUnstructured data and Agentic AIBreakout How will you use your content with Agentic AI?Share learning

2、s and wrap upPoll questions Are you personally working with or planning to work with AI?Are you familiar with different forms of AI?Unstructured Data and Agentic AIWhat is Agentic AI?Importance of data for Agentic workflowsApproaches to AIClassical ML&DLRecognize patterns learnt from data to predict

3、 or classifyGenerative AIGenerate new content in text,image or other formsAgentic AITake autonomous actions to achieve goalsWhat is Agentic AI?Goal drivenAutonomousMemory,Plan,SenseUse ToolsReflect and LearnExamples of Agentic AI in enterprise use casesAutonomous Claims AdjustmentClinical workflow r

4、outingHR OperationsCustomer SuccessFraud analysisUnstructured data represents80%of enterprise contentstored in multiple repositories,both on-premises and in multiple cloudsUnstructured Data IntegrationAgentic AI systems may struggle to seamlessly integrate and process unstructured data sources,such

5、as text,audio,and video,which are common in many industries.Contextual UnderstandingAgentic AI agents may have difficulty comprehending the nuanced,contextual information often present in unstructured data,leading to potential misinterpretations or suboptimal decision-making.Scalability and Performa

6、nceThe complexity of agentic AI systems may limit their ability to handle the high volumes and diverse formats of unstructured data,potentially impacting scalability and real-time performance.Data Privacy and SecurityAgentic AI systems may raise additional concerns around data privacy and security,a