Andrea Ng is the Insights Director at Canvas8, where she heads up the APAC analyst division. She oversees regional insight development and brings over 15 years of experience in cultural and qualitative research, working with businesses to decode consumer behaviour and drive strategic clarity across Asia-Pacific markets.