Financial Services
AI-moderated user research for financial services
Run compliant, scalable qualitative research across banking, lending, payments, and fintech, without slowing product, risk, or growth teams.
Built for modern financial research teams
Designed for product researchers and insights leaders, working across banking, lending, wealth, and embedded finance.
Advanced Usability & In-App Testing
Observe real onboarding, KYC, and repayment flows with picture-in-picture screensharing and live mobile testing to surface friction in real financial contexts.
Generative Research
AI dynamically asks follow-up questions based on participant responses, allowing teams to explore new themes across hundreds of interviews without manually moderating each session.
Competitive advantage across the research lifecycle
AI-moderated research helps financial services teams move from question to insight faster while protecting compliance, trust, and sensitive data.
Accelerate Discovery
Validate concepts, pricing models, and product-market fit early, before engineering and compliance investments scale.
Improve Conversion and Retention
Uncover why users abandon onboarding, hesitate to fund accounts, or disengage after approval.
Financial services research use cases
Onboarding & KYC Testing
Test account creation flows, identity verification friction, and disclosure clarity to reduce abandonment while maintaining compliance requirements.
Pricing & Fee Comprehension
Evaluate how customers interpret APR, rewards structures, interchange fees, or subscription pricing before launch.
Trust & Brand Perception
Understand how outages, fraud headlines, or security messaging influence trust, confidence, and willingness to adopt.
Credit, Lending, & Repayment Behavior
Explore borrowing decisions, repayment motivations, and default drivers to inform underwriting and behavioral interventions.
