01 / The Faculty Intelligence Dashboard
Integrate Sudo Learn via LTI 1.3 straight into your LMS. Instantly track lab engagement, view AI dependency metrics, and export NAAC/NBA mapping data with zero bureaucratic friction.

02 / Macro Cohort Analytics
Zoom out from individual performance to view your entire engineering batch. Spot structural weaknesses in your syllabus, track cohort-wide language proficiencies, and mathematically prove the ROI of your curriculum to accreditation boards.

03 / For Corporates: The Matrix
Give your Placement Cell an unfair advantage. Instead of sending standard resumes, hand recruiters a mathematically verified, un-fakable digital portfolio demonstrating exactly how students architect logic and interact with AI.
Student Competency Radar
Drill down into individual student profiles. See what tech stack they dominate, how quickly they resolve bugs, and their overall code hygiene across the semester.

The Placement Pipeline
Empower corporate hiring managers to filter talent not just by GPA, but by raw execution metrics and problem-solving elasticity.

