Research

Research findings and insights from atypica.AI

What Enterprises Really Ask Before Trusting AI with Consumer Research

May 20, 2025research

36 closed-door enterprise assessments, 150+ real technical concerns, a complete trust map. Over the past year, we sat across the table from consumer research teams at some of the world's largest companies as they evaluated whether synthetic consumer technology could play a role in understanding t...

From Big Data to Better Explanation

Aug 11, 2025research

The All Data Illusion A beauty brand once came to me with a request: “We want to mine all the data from social media—X, TikTok, Instagram, Rednote… everything. Then we’ll analyze it to guide new product development, benchmark competitors, and extract selling points.” It sounded like the holy grai...

atypica.AI: The Intelligent Agent That Understands Consumers

Jul 5, 2025research

1. Business Problems are Complex Problems Business and social problems are often "wicked problems" with no standard answers (H.W.J. Rittel, M.M. Webber). " Simulation " offers multidimensional possibilities for these problems, involving trade-offs, games, and constraints. Atypica.AI starts by sim...