How I analyzed 21,000+ LMS helpdesk tickets, interviewed 25+ learners, and redesigned ticket status UX — eliminating LMS duplicate submissions and cutting overall ticket bloat by 6%.
Learners at Simplilearn were opening duplicate support tickets for the same issue within a single day, consuming agent hours and slowing response times. An analysis of August 2022 helpdesk data showed almost 6% of all tickets were duplicates — concentrated in the LMS dashboard, mobile apps, and email follow-ups.
"Duplicate support requests were bloating queue sizes, leading to longer response times, which in turn provoked users to open even more tickets."
I followed a research-first framework before proposing UI changes:
Duplicates clustered in the LMS dashboard first, then mobile apps and email follow-ups — confirming the fix needed to live where learners already seek help.
By interviewing 25+ users who had created multiple parallel tickets, I mapped two core pain points before designing solutions:
"I raised a ticket early in the morning, but as expected no one reverted. So I had to write here: my Excel course ended yesterday but the next course is still not visible."
"How do I view my old support tickets? I need to access the information I sent earlier to make sure it was received."
Integrated into the existing LMS layout without a visual overhaul:
After the 3-phase rollout, duplicate tickets from the LMS dashboard, LMS Live Chat, and mobile components dropped to zero. Support consultants handled fewer redundant inquiries and could focus on complex cases. System bug tickets were flagged faster, reducing mass duplicate creation during incidents. The Help page became the primary self-serve status channel — learners stopped guessing whether their original ticket was received.