CASE STUDY
Auto Pacific
AT A GLANCE
Challenges
- Slow turnaround in moving from survey data to actionable client insights
- Managing multi-format questions and longitudinal trend data
- Ensuring quality, reliability, and data integrity at enterprise scale
Key Results
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Ambiguity detection implemented, preventing misinterpretation of similar-sounding terms
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Column verification enforced, ensuring AI uses exact-match data fields rather than approximations
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Confidence warnings were introduced, alerting users when answers are not backed by validated historical data
OBJECTIVES
- Enable clients to quickly obtain accurate answers to new and complex market research questions
- Reduce the time required to move from raw survey data to actionable insights
- Improve efficiency in handling large-scale, multi-year survey datasets
SOLUTIONS
- Deployment of “Max,” Humaxa’s AI-powered productivity bot
- Ability to query thousands of data points across AutoPacific’s FADS research instantly
- Automation of insight generation to replace slow, manual tabular tools
BENEFITS
- Faster access to insights for timely product and marketing decisions
- Elimination of reliance on slow and complex traditional data querying tools
- Improved usability for clients without needing advanced technical setup
RETURN ON INVESTMENT
- 90% reduction in insights report creation time
- Significant cost savings by removing expensive legacy tabular query tools
- Increased productivity and faster turnaround for client deliverables
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