How Sohum Learning AI actually works
A tour of what's really running behind the app — no placeholders, no "coming soon" features described as if they exist today.
Curriculum engine
Every board/grade/stream combination resolves to an exam curriculum tree of subjects, chapters, and topics. Add an exam that isn't covered yet and it's created on the spot — the curriculum grows with real students instead of being capped by a fixed seed list.
Lessons & the tutor together
A topic's lesson is served from a shared, reusable, published explanation when one exists; otherwise it's generated for you. Once you confirm you understood it, your own snapshot is kept so the app knows what you've actually seen.
Adaptive practice
Question difficulty is chosen from your current mastery score on that topic — not the same fixed set for every student.
Mistake book
Every wrong answer is categorized — conceptual, calculation, careless, or time management — so patterns show up instead of a flat list of wrong answers.
Spaced revision
A due-for-review queue resurfaces topics on a spaced-repetition schedule driven by how you performed last time.
Readiness score
One composite readiness percentage combines topic mastery, curriculum coverage, revision consistency, and study consistency — with a "what if I studied N minutes a day" projection.
Career engine
A career profile (target role, current experience, claimed skills) is compared against a real job-role/skill taxonomy to produce a skill-gap assessment and a milestone-by-milestone roadmap — plus a lightweight job-application tracker.
Scholarships & colleges
Scholarship eligibility and college match-tiers are computed live against your readiness score and profile — with the specific reason shown when you don't yet qualify. These are rule-based comparisons against a seeded reference list, not real admissions predictions.
What's not here yet
Families can follow a student's progress through a weekly email and a private, read-only page the student shares from the app — but there's no separate parent or teacher login yet, and the account and its progress always belong to the student. Scholarships, college admission, skill development, and certification are early: they save your goals and show what's available today, with deeper tools still to come.
Try it on your own account