实现GenAI ROI：清洁数据和知识管理策略.pdf

1、Achieving GenAI ROI:Clean Data&KM StrategiesJuanita OlguinSr.Director of Product Marketing,CoveoCopyright Coveo Solutions Inc.All rights reserved.Proprietary and CONFIDENTIAL 2024Do you feel vindicated.?Copyright Coveo Solutions Inc.All rights reserved.Proprietary and CONFIDENTIAL 20243“Generative A

2、I could add the equivalent of$2.6 trillion to$4.4 trillion annually across the 63 use cases we analyzed”-McKinsey,June 2023 Big Techs AI Promises Become a Show Me Story for Investors-Bloomberg Tech Stock Selloff Casts Doubt On AI Optimism-Forbes Will the$1 trillion of generative AI investment pay of

3、f?Goldman SachsCopyright Coveo Solutions Inc.All rights reserved.Proprietary and CONFIDENTIAL 2024Why?Its harder than it looksAnyone can show a nice demoSearch and knowledge management are core4Copyright Coveo Solutions Inc.All rights reserved.Proprietary and CONFIDENTIAL 2024KnowledgeGenAIAISearch

4、Data5WisdomKnowledgeInformationDataCopyright Coveo Solutions Inc.All rights reserved.Proprietary and CONFIDENTIAL 2024“AI is just a glorified search engine.”Dan Shapiro-OrganonCopyright Coveo Solutions Inc.All rights reserved.Proprietary and CONFIDENTIAL 2024Copyright Coveo Solutions Inc.All rights

5、reserved.Proprietary and CONFIDENTIAL 2024And todays search engines or AI search platforms should have these things!71.Unified hybrid index so you dont have to migrate your content 2.Ability to connect to any enterprise system through ready-made connectors 3.Ability to rank and filter extensively(TF

6、IDF/BM25)4.Secure indexing so it respects your existing access controls5.Thesaurus and stopgap to incorporate your domain expertise6.Analytics so you can see what people are searching for¬ finding(i.e.content gaps)7.Flexible UI options so intelligent/AI search and answer can be used anywhere8.Abi