1. Affinity Board — Cluster 12 Interview Quotes
“I could not tell which Python track was for non-programmers vs seniors.”
“Comparing the 3 syllabus levels took 10 clicks across separate tabs.”
“The catalog does not say which track leads to which job roles.”
“Our company card needs a GST invoice before we can authorize seat checkout.”
“Pricing showed USD on landing but converted without warning at checkout.”
“No way to request a bulk-seat quote before entering card details.”
“I clicked Enroll Now and got stuck on an empty screen with no back button.”
“When payment failed, the modal closed and my entire 6-field form cleared out.”
“My card declined and there was no obvious way to try again — I gave up.”
“After the decline screen, refreshing sent me back to the homepage, losing my cart.”
“The failure message had no retry button, so I emailed support and never enrolled.”
“Dead end after decline — I assumed the whole site was broken.”
Findings & Linked Evidence
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2. Choose the Supported Problem Statement
Enrollment Funnel
Finding Category Breakdown
3. Prototype Walkthrough
Full-Stack AI Bootcamp marketing page.
All configuration parameters are valid.
Ready for verification run
Budget, SLA, and capacity limits respected.
Inspect scenario parameters to evaluate trade-offs.