Overview

Academic Core (USP)

SIS that unifies curriculum, assessments, grading, attendance, electives, transcripts, and analytics—fully integrated with LMS and admin workflows.

Global Readiness

Cloud-native, secure, and scalable; built for compliance, auditability, and institutional resilience.

Evidence-Led AI

Co-designed indicators, interpretable ML, robust validation, and safeguarding-aware displays for longitudinal use.

Global Clients — OLT-ERP Student Information System (SIS)

  • Deployed across multiple IIM campuses (pan-India)
  • Implemented in top-ranked business and management schools
  • Adopted by central and state government universities
  • Supporting thousands of students, faculty, and administrators daily

Eudemonic AI — UK University Collaborations

Feasibility & Design

Needs discovery, construct definition, and co-creation of survey instruments and data models with institutional ethics alignment.

Model Selection

Comparative evaluation of multiple ML approaches; prioritising robustness, interpretability, and bias profile.

Display Board UX

Role-specific dashboards for students, tutors, and support teams—signal clarity with safeguarding considerations.

Security & Pen-Testing

Security hardening and third-party penetration testing aligned with UK HE security expectations.

Pilot at Scale

Multi-cohort pilot with 800+ students, anonymised data flows, and rigorous monitoring.

Validation of Reports

Statistical validation, stakeholder review, and sign-off for longitudinal reporting and interventions.

Methods & Outcomes

Data Ethics & Governance

GDPR-aligned consent flows, DPIA support, and de-identification for research and operations.

Analytics Quality

Cross-validation, robustness checks, fairness monitoring, and drift tracking for longitudinal use.

Institutional Fit

Integrates with SIS/LMS; cloud deployment with security controls, observability, and SLA-driven support.

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