Research program leadership: end-to-end delivery, onboarding, analysis, reporting.
High-signal interviewing: win/loss/churn interviews needing human judgment.
Train and tune AI interviewers: design and improve AI interviews using data.
Insight and analysis: turn findings into briefs and narratives.
Customer partnership: build trusted relationships and support renewals.
Continuous improvement: identify workflow improvements and automation.

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