Inside Look07/07/2026

From Classroom Signals to Boardroom Insight

ideas transform into structured dashboard

In learning and development, quality is not built on good intentions alone. At People Potential, it is shaped through meticulous design, disciplined measurement, and a genuine respect for the people in every classroom.

That is why the team has been strengthening how training impact is validated, with the Reaction (L1) evaluation offering a crucial pulse check following each training session. Learning from our past evaluation approaches, we now know that such examination must look beyond shallow “smile sheet” metrics and probe for signals that insightfully reflect how learners experience our programmes. To further refine our L1 evaluation instrument, we wove in ways to capture their perspectives on how relevant, well-calibrated, and effective our support is to their success. Supplementing the Net Promoter Score (NPS) as a core metric reflecting learners’ readiness to advocate for our support, the additional insights help guide better design choices and keep our learning experiences grounded in what participants need.

The challenge was not only deciding what to measure but making measurement sustainable. With a rolling training calendar comprising multiple cohorts, programmes, and many moving parts, manual administrative workflows could only last so long before getting burdened. Extracting survey responses, carefully checking entries to avoid overcounting or undercounting, and plugging content into a report template worked well at first, but soon ate into precious bandwidth better spent on insight and improvement.

To address this bottleneck, we automated the flow of our data from classroom to boardroom-ready insights. The result is a more agile, reliable process. Each class can now be accounted for by programme end, with a detailed report generated in seconds instead of a quarter of an hour. More importantly, our Director of Training Quality and Practitioners can home in quickly on classroom signals that reflect strengths, gaps, and opportunities to better resonate with each audience.

Of course, Reaction data reflects just one dimension of the learning experience; real training impact is ultimately seen in shifts in knowledge, behaviour, and performance. With the boost that this upgrade has offered our team so far, we now have our sights on refining how cognitive gains in the classroom are captured and presented with the same spirit of thoughtful, practical insight.


profile photo wan matiin

Wan A Matiin
Senior Specialist, Learning & Development

Share