UX Research & Strategy

Turning Research into Strategy—Using Jobs-to-Be-Done

How we implemented Jobs-to-be-Done methodology to uncover user needs and transform roadmap investments, resulting in significant improvements in user experience and task completion.

Jobs-to-be-Done
UX Research
Data Science
User Personas
Turning Research into Strategy—Using Jobs-to-Be-Done

The Challenge

The organization needed to shift focus from usability testing to generative research, educate cross-disciplinary teams on JTBD and outcome scoring, and drive buy-in from stakeholders resistant to change.

Our Approach

We implemented a comprehensive Jobs-to-be-Done methodology enhanced with data science to transform research practices and product strategy.

Developed data-derived personas using K-means clustering of cross-product usage data
Used quantitative outcome scoring to identify poorly served but high-priority jobs
Conducted research to validate and optimize end-to-end user journeys
Aligned roadmap adjustments with JTBD insights to improve user satisfaction

The Solution

We developed personas using K-means clustering of cross-product usage data, providing a clear, data-driven foundation for decision-making. We implemented quantitative outcome scoring to identify poorly served but high-priority jobs, enabling focused roadmap adjustments. We also conducted research to validate and optimize end-to-end user journeys, ensuring alignment with JTBD insights.

Solution visualization

Results

The implementation resulted in a 22-point increase in System Usability Scale (from 62 to 84) and task completion rates rising from 38% to 95%. There was also a cultural shift in research practices, with a 150% increase in quarterly generative studies and 88% of researchers reporting a better balance of generative and evaluative work.

22

Point increase in usability score

95%

New task completion rate

150%

Increase in generative studies

Project Details

Industry

Cloud Computing

Company Size

Enterprise (10,000+ employees)

Location

Global operations

Services Provided

  • Jobs-to-be-Done Implementation
  • Data-Driven Persona Development
  • Outcome Scoring & Prioritization
  • User Journey Validation
  • Research Practice Transformation

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