How institutions actually run Sikgen AI
What each institution needed, which parts of the platform their deployment uses, and how the architecture works underneath.
Unique IAS Academy
Civil-services coaching institute · Tamil Nadu, India
A civil-services coaching institute running AI tutoring, generated practice and proctored mock exams on its own study material in Tamil and English.
Kanchi Valluvan IAS Academy
Civil-services coaching institute · Tamil Nadu, India
A civil-services academy using generated question banks, scheduled test series and per-candidate analytics on a branded platform.
On outcome numbers
These write-ups describe what was deployed and how it works. They do not carry score improvements, pass rates or time-saving percentages, because we do not publish figures we cannot evidence with a stated definition and measurement period. If a number matters to your evaluation, ask us on the call and we will tell you what we can and cannot substantiate.
See it on your own material
A 30-minute walkthrough with your syllabus and a real cohort — including where it would not help you.