Snowflake:2025 AI智能体实用指南:驱动ROI的代理型AI关键概念、用例和考量(英文版)(21页).pdf

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Snowflake:2025 AI智能体实用指南:驱动ROI的代理型AI关键概念、用例和考量(英文版)(21页).pdf

1、A PRACTICAL GUIDETO AI AGENTSKey agentic AI concepts,use cases and considerations to drive ROI IntroductionCHAPTER 1 The Business Case:What Can AI Agents OfferCHAPTER 2 The Platform:How To Implement AI AgentsCHAPTER 3 Ethics And Bias:Overcoming ChallengesCHAPTER 4 Bringing It All Together:Rolling Ou

2、t AI AgentsCHAPTER 5 Snowflake For Data AgentsINDUSTRY USE CASES35 7 12 14 1618AI agents are like computer programs that can perform tasks independently using artificial intelligence.They can significantly boost business productivity by handling complex,multi-step operations quickly.To work effectiv

3、ely,these agents need access to an organizations data,which can be both structured data patient records at hospitals or transaction details at a department store for example and unstructured data,like video files or social media posts.The potential for AI agents is massive but the quality of work de

4、pends heavily on the data it uses and how accurately it can find the right information.Organizations often struggle with this because how AI understands data doesnt always match how the data is stored.Still,AI agents are expected to become a valuable resource in the workforce,helping with roles like

5、 customer support,field technicians,data analysis and more.Its also important to understand that there are two different types of AI agents:personal and company.Personal AI agents are customized digital assistants that learn from and adapt to an individual users preferences,habits,and needs,acting p

6、rimarily in that persons interest.They typically have access to individual data only.3Company AI agents,on the other hand,usually work with shared company data and are designed to serve organizational goals and operate within specific business parameters,often handling multiple users and following c

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