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Key Methods: Semi-structured Interviews, Survey, and Strategic Consultation

How foundational research defined a new target audience and pivoted Lingoda’s value proposition from "Language Learning" to "Career Integration."
Key Methods: Survey, Factor analysis, and MaxDiff scaling

Moving the C-Suite from opinion-based planning to a data-backed strategy.
Key Methods: Survey, Semi-structured Interviews, and Workshop Facilitation

How building a "Listening Engine" turned a turbulent launch into a 99.5% reliable learning environment and paved the way for AI innovation.