构建您的数据和人工智能文化.pdf

1、Build a Data and AI CultureKathryn Kearney,Senior Director of Customer Enablement&CommunityMelanie Botha,Director of APJ Enablement2021 Databricks Inc.All rights reservedWhat does“data and AI culture”mean for your organisation?Data and AI culture is the shared values,attitudes,and behaviors that ena

2、ble organizations to make data driven decisions and re-invent processes and products with AIGaining insightsImproving performanceData-driven decisionsEnabling AI2021 Databricks Inc.All rights reservedBut why does having a data and AI culture matter?Data-centric companies have better business perform

3、ance“Organizations that usedata to drive insights for decision-making are almost 3x more likely to achieve double-digit growth.”Forbes“Data-driven companies are about 19x more likely to stay profitable and nearly 7x more likely to retaincustomers than competitors.”Forrester“80%of employees who use A

4、I tools report increased productivity.”Forbes2021 Databricks Inc.All rights reservedBuilding AI Culture on quicksandThe Hidden Infrastructure ChallengeInfrastructure Talent CrisisThe Foundation FallacyThe 60%Time Trap3 3Build capability across organizationDetermine your current state1 1Assess curren

5、t and desired future states2 2Get buy-in from organization4 4Manage and sponsor data and AI culture as a programData and AI nativeData savvyData enabledLeadershipCollaborationCapabilityOutcomesMissing leadership commitmentEveryone is a champion of data and AI visionScopeTeams work in silos with limi

6、ted accessCross-org collaboration in daily work and eventsLimited data skills in organizationData and AI expertise with continuous upskilling/reskilling strategyFew and timid data projectsEvery project is a data and AI project Data only used for reportingData and AI-enabled processes and products Da