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Hitachi MGRM NetHitachi MGRM Net
MStar™ Analytics

AI-powered education intelligence for Measurable learning and governance outcomes.

MStar Analytics is Hitachi MGRM Net’s advanced analytics and AI/ML layer for the MStar ecosystem, turning multi-source education data into actionable insights. It provides real-time dashboards, outcome tracking, and predictive decision support for schools, districts, and state leadership—aligned to HMN’s Human Life-Cycle / Multi-Completeness framework.

Predictive
Prescriptive
Real-time
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Security & Compliance

Role-based access, maker-checker governance

Data masking, encryption in transit and at rest

Complete audit logs and model monitoring

CERT-In aligned security,
periodic VAPT

Deployable on MeitY-empaneled cloud / State DC-DR

Solution Overview

HMN Differentiators

Human Life-Cycle / Multi-Completeness aligned KPIs for end-to-end governance visibility.

AI-first architecture supporting scalable co-creation and rapid policy changes.

Edge + cloud analytics for low-latency dashboards even in low-connectivity areas.

Federated analytics options enabling data residency and privacy compliance.

HMN Differentiators...

Key Capabilities

Unified Education Data Lake

1. Ingests SES/ERP, admissions, attendance, assessments, content usage, teacher activity
2. ETL/ELT pipelines with data quality checks and master data management

Real-Time Dashboards & MIS

1. School/district/state roll-up views
2. KPIs for enrollment, retention, performance, infrastructure, teacher availability
3. Drill-down to class, subject, student, and cohort level

Learning Outcome Analytics

1. Competency mapping and gap analysis
2. Subject/grade-wise mastery trends
3. Remedial prioritization by student/cluster

AI/ML Predictive Insights

1. Early-warning dropout prediction
2. Performance risk scoring and learning-loss detection
3. Demand forecasting for seats, teachers, labs, and digital content
4. Anomaly detection for attendance, marks inflation, and data fraud

Prescriptive Recommendations

1. AI-driven remedial plan suggestions
2. Teacher intervention prompts
3. Content effectiveness ranking and auto-recommendation

Automated Reports & Compliance

1. Auto-generated monthly/quarterly governance reports
2. Exportable formats for audits, reviews, and policy planning

Typical Use Cases

State education command centers & outcome monitoring

District performance ranking and remedial planning

Scholarship targeting & beneficiary validation

Teacher deployment optimization

Infrastructure and digital content utilization tracking

Exam/result integrity and anomaly detection

Interoperability & Security

MStar SES/ERP, OLA, Parent Portal, Content Systems

DIKSHA / UDISE+ / Exam Boards / Scholarship portals

HRMS, Finance, Asset/Infrastructure systems

SMS/Email/WhatsApp for alerts and nudges

GIS layers for geo-insights and heatmaps

Analytics Journey

Onboarding via Student Profile / Admission Sync

Continuous Progress Visibility

Fee Payments & Receipts

Grievance & Support

Daily Tracking (Attendance, Timetable, Homework)

PTM & Communication

Safety/Wellbeing Alerts (Optional)

Fee Payment & Admission Confirmation

Outcomes & Benefits

Data Ingestion & Harmonization

Descriptive Analytics (What is happening?)

Predictive AI/ML (What will happen next?)

Education Data Lake + Governance MDM

Diagnostic Analytics (Why is it happening?)

Outcome Monitoring & Continuous Improvement

Ready to move from reporting to AI-driven education transformation?
Let’s set up MStar Analytics with your KPIs, data sources, and predictive outcome models.

Contact Us
Case Study

Transforming Education Through Digital Innovation

M-Star initiatives showcase how states have Training Support Platform systems on a single digital platform—streamlining University operations, improving student performance, and enabling evidence-based decision-making at scale.

kvs

Kendriya Vidyalaya Sangathan (KVS)

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Ladakh – MStar Education Governance Platform

manipur

Manipur – Integrated Education Management System

Odisha1

Unified Automation System Deployment – Statewide Coverage in Odisha

FAQs

Frequently Asked Questions

CBSE/State boards
Configurable exam & evaluation templates.
Data import?
Assisted onboarding from legacy spreadsheets/SIS.
Own payment gateway/SMS?
Yes— Plug-in adapters supported.
Multi-session & transfers?
Yes— State-scale session & transfer flows.
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    Trusted by Schools, Colleges, and Universities

    MStar Education solutions have earned the trust of educational institutions across the country.
    Administrators and educators consistently appreciate its reliability, quick implementation, and measurable improvement in managing student services and academic workflows.

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