Data gives you patterns;
stories give you meaning

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The YUJ Process

Turning Data into Meaningful User Insights

We blend qualitative and quantitative research to uncover user behaviors, motivations, and impact. Quantitative reveals patterns; qualitative adds depth. Together, they drive user-centered, outcome-focused design decisions.

goal-alignment
Goal
Alignment

We begin by aligning with your goals to ensure we ask the right questions from the start.

smart data
Smart Data
Gathering

We focus on collecting only valuable, reliable data—designing the most effective path to insights.

Data Preparation
Data
Preparation

We clean, sort, and organise data to avoid confusion and ensure clarity.

Insight Generation
Insight
Generation

Through statistical analysis, we uncover meaningful patterns and translate them into actionable strategies.

Ongoing Support
Ongoing
Support

We stay engaged throughout the process to ensure research leads to clarity—not more questions.

Research, the YUJ Way

Balanced Approach

We integrate both qualitative depth and quantitative scale to inform design.

User-Centered Insights

In-depth interviews, ethnography, and field studies reveal real user motivations.

Data-Driven Decisions

Metrics, analytics, and KPIs guide strategic thinking and validate direction. 

Business Alignment

Every insight is tied to measurable business outcomes. 

Design That Performs

Research directly shapes solutions that are empathetic, effective, and market ready. 

Design Backed by Data.
Driven by People.

We combine quantitative data with qualitative insights to understand what users do — and why. This dual approach leads to smarter decisions, better usability, and innovation rooted in real human needs.

01

Deeper User Understanding 

Reveal emotional drivers, mental models, and hidden pain points. 
02

Informed Design Decisions

Replace assumptions with real-world insights to design what users actually need. 
03

Improved Usability 

Catch friction points early and iterate before investing in development.
04

Innovation Through Empathy 

Discover unmet needs that lead to breakthrough ideas. 
05

Team & Stakeholder Alignment 

Turn user stories into compelling narratives that unite teams around user goals. 

Design without research is just guessing.

Ready to start your research?

From Insight to Impact :
ROI through Research

Reduced Development Rework

10%

Reduced
Development
Rework

Increased Conversion Rate

20-400%

Increased
Conversion
Rate

Better Customer Retention

15-30%

Better
Customer
Retention

Faster Decision Making

20-25%

Faster
Decision
Making

Lowered Cost Support

30%

Lowered
Cost
Support

Research isn't a cost — it's an investment that pays off by preventing bigger mistakes.

Research Offerings

Qualitative

  • User Interviews

    In-depth conversations uncover user motivations, pain points, and expectations.

  • Contextual Inquiry

    Observing users in their environment to understand real-world behaviors and workflows.

  • Usability Testing

    Evaluating prototypes or products through live user interactions to identify usability issues. 

  • Diary Studies

    Capturing long-term user behaviors and experiences over days or weeks. 

  • Focus Groups

    Guided discussions with target users to explore perceptions and preferences. 

  • Persona Development

    Synthesizing qualitative insights into actionable user archetypes. 

  • Journey Mapping

    Visualizing the end-to-end user experience to identify pain points and opportunities. 

Quantitative

  • Surveys & Polls

    Structured questionnaires to gather large-scale, measurable user feedback.

  • Analytics Review

    Interpreting behavioral data from tools like Google Analytics, Mixpanel, or Hotjar.

  • A/B Testing

    Comparing design or content variations to identify statistically significant user preferences. 

  • Benchmarking

    Measuring product performance against industry or internal standards. 

  • Task Success Metrics

    Tracking completion rates, error rates, and time-on-task during usability studies. 

  • Net Promoter Score (NPS) & CSAT

    Gauging user satisfaction and loyalty quantitatively. 

  • Heatmaps & Click Tracking

    Analysing interaction patterns to understand attention and navigation behaviours. 

Are you making decisions based on user insights—or paying the price for assumptions?

Major Wins in Research

Success Stories

Revolutionising farming landscape

Empowering farmers by designing experiences around farm equipment management and use

Modern Tractor

Enhancing human connections

An innovative solution that helps with continuous behavioural improvement through AI, neuroscience, and behavioral science to elevate well-being.

optimizing automation

A smart city platform

A design that enables seamless management of intelligent environments for the smart city initiatives of Bangkok.

smart city
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