SoliqPersonalised learning paths with Soliq
A national test-prep platform with 120k learners replaced static lesson plans with Soliq-AI-driven personalisation. Pass rate rose 11 points; support tickets fell 43%.
A stylised excerpt of the production UI.
The problem we walked into.
Static syllabus served everyone identically. Top quartile bored, bottom quartile lost. Drop-off rate at 47% by week 6 of any cohort. Counsellors couldn't see who was struggling until exam scores arrived.
How we attacked it.
- 01
Per-learner mastery model maintained on a Soliq-AI-managed vector + state store.
- 02
Adaptive question banks: difficulty adjusts every 5 questions based on rolling accuracy and time-per-question.
- 03
AI grading on open-ended responses with rubric-grounded explanations, supporting learner appeals.
- 04
Parent + counsellor dashboards with risk flags ranked by intervention priority.
- 05
Eval set generated weekly from 200 randomly sampled sessions, reviewed by senior teachers.
The tools, picked deliberately.
“They stay ahead of emerging technology trends and they teach us along the way. The AI work we did with them rewrote what we thought was possible for our business.”
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