Edwige Winans
Member since March 2021Contact Edwige- Research director Marcus Thomas
- 44118 USA
- The Real AI Question in Market Research Is Not Validity But Coverage in
MAD on
06/03/2026
Framing AI as a replacement for traditional research misses the point and triggers unnecessary resistance. The real role of AI is expansion, not substitution. It allows organizations to extend insight
into more decisions, reduce reliance on internal opinion and bring customer perspective into moments where it was previously absent.