CASE STUDY
Creating Scalable Knowledge Systems for Product Adoption
Designing the infrastructure behind effective product adoption
ROLE
- Product Strategy
- Knowledge Management
- Learning Design
CONTEXT
Digital learning platform
ORGANIZATION
ScholarRx
Problem
As ScholarRx’s educational platform expanded, onboarding faculty and institutional partners became increasingly difficult to sustain. Product knowledge was spread across workshops, presentations, one-to-one support, and documentation, creating inconsistent experiences and increasing reliance on live support.
The challenge was to design a scalable knowledge ecosystem that delivered the right information, in the right format, at the right moment.
Approach
Rather than creating more documentation, I designed a knowledge ecosystem where every resource had a distinct role in supporting product adoption.
Map the onboarding journey
Understand where users needed structured learning,
reference material, or live guidance.
Identify learning needs
Analyze recurring questions, support requests,
and implementation pain points.
Design a connected knowledge system
Create complementary learning resources that work together to guide users from onboarding to independent product use.
Evidence
What I learned
Scalable products need scalable knowledge
A product’s success is not determined solely by its features. It depends on how easily people understand its purpose, develop confidence using it, and apply it in their own context.
Designing learning, documentation, and support as a connected system transformed onboarding from a collection of isolated resources into an intentional user experience.
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