波士顿咨询（BCG）：人工智能：准备好乘风破浪吗？（27页）.pdf

1、Executive PerspectivesArtificial Intelligence: Ready to Ride the Wave?December 2021Executive PerspectivesSources: BCG analysis and case experienceBCG Executive PerspectivesIN THIS DOCUMENTCopyright 2021 by Boston Consulting Group. All rights reserved. BCG Executive Perspectives updated 13 December 2

2、021 Version 2.0AI HAS STRONG POTENTIAL TO REDEFINE INDUSTRIESAt BCG, we believe AI is one of the main forces that will transform industries in the next decadesand we have made it one of our largest investment areas. Many companies have invested in AI to unlock its potential. However, only 11% have r

3、eleased significant valueas the majority have failed to scale beyond pilots, reimagine the way they work with data, and redefine human-AI interaction. This document gives insight into the main success factors that corporatesshould consider when deploying AI solutions.ACT HOLISTICALLY TO HARNESS THE

4、POWER OF AIResponsible AI governanceTalent managementEcosystem orchestrationData and tech capability buildingCollaborative redesign with business ownersAmbition, strategy, and desired outcomesEnterprise agilityNeed to get all ingredients right21. MIT-BCG 2020 Artificial Intelligence Global Executive

5、 Study and Research Project; 2. AI adoption skyrocketed over the last 18 months, Harvard Business Review, Harris Poll 3. Out of those teams that saw improvements in both efficiency and decision quality after implementing AI (58% of teams); The Cultural Benefits of AI in the Enterprise, BCG-MIT, Nove

6、mber 2021; 4. Based on a global survey in spring 2020, attracting over 3,000 total respondents representing 29 industries and 112 countries; our assessment of “significant financial benefits” uses a threshold that varies according to organization size. For the largest organizations in our sample, wi