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Source: Gartner
Published: July 2019
n = 106 Gartner Research Circle members

Challenges of AI and ML

Circulated: March 24, 2020

Artificial intelligence (AI) applies advanced analysis and logic-based techniques including machine learning (ML) to interpret events, support and automate decisions, and to take actions. A survey exploring top challenges to AI and ML adoption within organizations revealed:

Challenge % of respondents
Skills of staff 56%
Understanding AI benefits and uses 42%
Data scope and quality 34%
Finding use cases 26%
Integration complexity 26%
Defining the strategy 25%
Security or privacy concerns 20%
Measuring the value 17%
Governance issues or concerns 13%
Finding funding 12%

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