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Worldwide Semiannual Artificial Intelligence Systems Spending Guide

Analyst Team Information
Marianne Daquila
Marianne Daquila mdaquila@idc.com
Research Manager, Cognitive Systems
Roberto Membrila
Roberto Membrila rmembrila@idc.com
Analyst, ROC, Latin America
Takashi Manabe
Takashi Manabe tmanabe@idcjapan.co.jp
Group Director, Software & Security / IT Spending, IDC Japan
Andrea Minonne
Andrea Minonne aminonne@idc.com
Senior Research Analyst, Customer Insights & Analysis
Jebin George
Jebin George jgeorge@idc.com
Program Manager, Insights, MEA