The Strategy
I hypothesized that introducing a “Social Learning”option modeled after NovoEd’s cohort-based approach—would drive engagement and completion. The goal was not to build a new feature from the ground up, but to run a low-cost experiment to see if human-led interactions provided enough ROI to justify a shift in our platform architecture.
The Execution
Cross-Functional Alignment
To help move the organization from feature-thinking to strategy-thinking, I created an internal poster campaign. These visual signposts reframed the conversation for Engineering and Product around the user’s emotional journey and the “why” of social learning, preventing early scope creep.
Lean Build
Recognizing the need for rapid validation, I advocated against a custom-built solution and proposed using Discourse as our community engine. I worked closely with the developers to take shortcuts and drop non-essential features where possible. This allowed us to launch a functional alpha test in weeks rather than months, significantly reducing the cost of exploration.
Fast Validation
We ran one three-week course on the alpha version, followed by a one-week break to fix some SSO bugs, then ran five cascaded three-week courses, starting them at one week intervals.
The Results
34% Reduction in Churn
Following a series of controlled alpha and beta tests, the Classrooms initiative successfully reduced dropout rates by 34%, validating the social learning hypothesis.
The Business Recommendation
Despite the success of the metrics, the pilot revealed significant management overhead and scalability constraints for scheduled courses.
Outcome
I delivered a ROI analysis to the executive team. We concluded that while social learning was highly effective, the cost-to-serve didn’t align with our current free education/paid certification business model. By conducting a lightweight experiment we were able to avoid the substantial cost of a full-featured custom solution that would not have repaid its investment.
