7AI

Edwisely / ILIAI & Data Science

Edwisely's Student Intelligence Model that analyses each learner across seven dimensions, far beyond a single grade, to build a living knowledge map that powers personalised learning paths and an early-warning system for intervention.

The seven elements (or dimensions) of 7AI are Samarthyah (Aptitude), Jnanah (Academic Performance), Vyaktitvah (Personality), Vikalpah (Coding & Product Skills), Kaushalah (Skill Application), Srushtih (Creativity) and Vrittih (Career Fitment). Together they replace a one-number-once view of a student with a continuously updated profile.

Unlike a traditional grade, the 7AI profile updates every semester from the first year to graduation, mapping concepts and gaps and predicting career fitment. This makes personalisation possible at scale and surfaces struggling students before failure.

7AI is one of the four pillars of ILI and feeds the other parts of the platform: TEATAR for teaching, the Placement Module via Vrittih, and CoE PE dashboards for leadership.

Related Terms
TEATAR
Edwisely's Teaching Intelligence Model: a guided six-stage loop that turns teaching into measurable improvement, following Teach, Engage, Assess, Track, Analyze and Remediate.
ILI (Intelligent Learning Infrastructure)
Edwisely's product category: AI infrastructure that models each learner, guides educators and gives leadership a live, evidence-backed view of academic health. It sits between the LMS, which delivers content, and the ERP, which runs operations.
Knowledge Map
A structured model of a learner's concepts and gaps, built continuously by Edwisely's 7AI from the first semester to graduation.
Predictive Red-Flag / Early-Warning System
An Edwisely capability that flags at-risk students or concept gaps before failure and routes alerts to the right person.
AI Literacy
The ability to understand, use and critically evaluate AI tools and their outputs.