Case Study

A global automaker used mTab AI to reverse Gen Z loyalty declines by quickly identifying tech and service friction points.

Challenge

Younger drivers saw the brand as outdated and experienced post-sale frustration.

Outcome

+18%​

Gen Z Perception

-22%

post-sale churn

3 weeks reporting time

saved

Top 3 Business Benefits

Identify winning features and model opportunities with AI-driven insights.

Detect customer issues early and prioritize loyalty-driving actions.

Align product, quality, and marketing teams around unified strategies.

Automotive AI Solutions

Product Planning Teams

Launch with confidence. Increase ROI by 40%, accelerate time-to-market by 25%, and boost precision targeting by 50% with AI personas and messaging insights.

Product Quality Teams

Cut warranty claims by 25%, detect emerging defects 50% faster, and drive measurable improvements in reliability with proactive quality intelligence.

Marketing Teams

Grow market share by 20%, uncover competitive positioning opportunities 3x faster, and drive more effective launch campaigns with real-time customer insights.

Strategy & Innovation Teams

Confidently prioritize features and emerging technologies by forecasting adoption, desirability, and long-term value with data-backed precision.