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1、 Optimizing Your Architecture for AI Innovation Authors:Shawn Rogers and Merv Adrian Publication:March,2024 Abstract This report examines survey results for 335 Artificial Intelligence(AI)leaders and practitioners regarding their use of AI,including adoption status,technology optimization plans,proj

2、ect challenges,risks,and use cases.The report also shares specific insight into how High Readiness organizations are prioritizing their strategies,selecting trusted suppliers,addressing compliance and regulatory requirements,and the role of cloud platforms in AI innovation.Research sponsored by:2 Op

3、timizing Your Architecture for AI Innovation,March 2024 BARC GmbH,IT MARKET STRATEGY Table of Contents Research Summary.3 Key Takeaways.3 Recommendations.4 Organizational Readiness.5 How Mature is Your Approach?.5 The Intersection of Budget and Strategy.6 Obstacles to Success.7 Strategies to Overcom

4、e the Skills Gap.8 How Enterprises Manage AI Projects.9 Applying Strategic Resources.9 Making the Best Decisions to Drive Success.10 The Role of Global SIs as a Resource.11 Responsible AI.12 Measuring Success and Failure.13 AI Use Cases.14 General AI Use Cases.14 Specialized and Industry-Specific Us

5、e Cases.16 Technology Choices.17 Transforming Your Architecture.17 Augmenting Your Architecture for AI.18 AI Cloud Strategies.20 Data and the Dreaded Model Choices.21 Data is King.21 Biggest Doesnt Always Equal Best with Models.22 Specialty Models in Your Ecosystem.23 Model Management is a Critical

6、Strategy for Success.23 Methodology and Demographics.25 Respondent Panel.25 Authors.28 3 Optimizing Your Architecture for AI Innovation,March 2024 BARC GmbH,IT MARKET STRATEGY Research Summary Enterprises across the globe are grappling with an enormously disruptive“new”technology stack as Artificial