2023 Investor Day

STRUCTURAL DRIVERS FOR PROFITABILITY IMPROVEMENTS BUSINESS MIX ONLINE DATA COLLECTION Shift offline to online with higher GM PROCESS STREAMLINING ON OPERATIONS End to end platform from panels to results reporting Panels internalization Promising impact of Generative Al Coding and scripting Ipsos.Digital USA Advisory Data Analytics - Results reporting 48- Ipsos | 2023 Investor Day - Translation Ipsos

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