What MarksenseAI is for
MarksenseAI has one purpose: helping a candidate turn their own performance data into better decisions in the exam hall. It is not a content generator, not a tutor bot, and not a chat interface pretending to be a person.
What it operates on
It works from your own attempt data, your answers, confidence ratings, timing, and question type. It does not use your identity, demographics, location, browsing behaviour, or anything bought from a third party.
Controls we impose
- Analysis runs on de-identified attempt data; the engine does not receive your name, email, or phone number.
- No individual performance data is used for advertising, commercial profiling, or sale.
- No automated decision affects you outside the product, we never share scores with institutions, employers, or coaching centres.
- Aggregate improvement uses de-identified data only, and you can request exclusion by writing to hello@lastmileprep.in.
- Outputs are recommendations, never predictions of selection or guarantees of outcome.
- A human reviews the engine's outputs before any change to recommendation logic ships.
- The engine cannot write, alter, or delete your answers or scores.
Transparency, without disclosing our method
Every recommendation is derived from your own measurable behaviour, and on request we can explain the arithmetic behind a recommendation for your own attempt. The methodology, models, and weightings themselves remain proprietary and confidential. Both halves matter: you can check what applies to you, and our method stays closed.
Infrastructure
We use third-party machine-learning infrastructure under contractual confidentiality and data-protection terms. We do not disclose vendors.
What we will not do
- No engagement-maximising design.
- No manufactured urgency based on inferred anxiety.
- No fabricated peer comparisons.
- No synthetic testimonials.
- No AI-generated content presented as human.
- No dark patterns in the upgrade flow.
Reporting a concern
Write to hello@lastmileprep.in. We acknowledge within 48 hours.