Shiksha Setu AI – Integrated Digital Education Suite

A unified digital platform for learning, teaching and governance


Learning

Empowering students with accessible resources.

Teaching

Supporting educators with innovative tools.

Governance

Streamlining administration for education departments.

Designed for Governments, PSUs, Universities, Colleges and Schools

Vision: Building a Digital Bridge for Education

"To create a single digital bridge ('Setu') connecting learners, teachers, institutions and Government on one integrated, AI-enabled platform."

Learning Outcomes at Scale

Drive measurable improvements in student achievement across levels through data-driven and personalized learning pathways.

Empower Educators

Equip teachers with modern digital tools, structured professional development, and AI-assisted resources to enhance classroom effectiveness.

Real-Time Governance

Enable education leaders with comprehensive dashboards and analytics for evidence-based policy decisions and program monitoring.

National Alignment

Fully aligned with NEP 2020, Samagra Shiksha, PM SHRI, and other central government digital education initiatives.

Policy & System Context

NEP 2020 Imperatives

  • Digital Learning Integration
  • Competency-based Assessment Frameworks
  • Experiential and Inquiry-based Pedagogy
  • Inclusive and Multilingual Education
  • Continuous Teacher Professional Development

National Digital Initiatives

  • DIKSHA: National digital infrastructure for teachers
  • PM eVIDYA: Multi-mode digital learning access
  • Samagra Shiksha: Integrated school education scheme
  • PM SHRI Schools: Exemplar school transformation





Key Challenges in the Current Ecosystem

Fragmented Digital Landscape

Multiple portals with separate logins cause confusion and prevent seamless data flow.

Limited Outcome Visibility

Weak assessment frameworks and scattered data hinder tracking of learning progress and competency.

High Teacher Workload

Educators face dispersed content, heavy admin work, and limited professional development access.

Inadequate Experiential Learning

Most schools lack physical labs, virtual experiments, and interactive STEM resources.

Weak Governance Data

Fragmented systems and lack of real-time dashboards limit evidence-based decision-making.

Low Stakeholder Engagement

Administrative overload for institutions and minimal parent visibility into student progress.

Shiksha Setu AI – At a Glance

An integrated digital education suite that consolidates all essential functions into a unified platform with Single Sign-On for all modules and one learner/teacher identity across all modules. This comprehensive platform aims to change the education ecosystem by providing a seamless and efficient experience for all stakeholders.



Students

Personalized learning paths, interactive content, AI-powered assessments, and progress tracking tailored to individual needs.

Teachers

Digital tools for content creation, continuous professional development (CPD), and AI-assisted evaluation to reduce workload.

Institutions

Enterprise Resource Planning (ERP), integrated library systems, and enhanced parent communication tools for efficient management.

Education Department

Centralized command center with real-time dashboards and advanced analytics for evidence-based decision-making and policy formulation.



Implementation Model: The platform will be deployed and supported by a Public Sector Undertaking (PSU) System Integrator, ensuring robust infrastructure and localized assistance. Shiksha Setu AI will serve as the Original Equipment Manufacturer (OEM) and technology partner, providing continuous innovation and expertise for the platform's evolution and growth.

The 5 Solution Pillars

1. Core Platform & Command Centre

Unified identity, SSO, integration layer, and executive dashboards

2. Digital Learning & Content Suite

LMS, curriculum content, skill development, and Teacher Academy

3. Immersive & Experiential Learning

3D Scholar, virtual labs, and exploration tools

4. Assessment & AI Suite

AI-powered evaluation, outcome analytics, and remedial mapping

5. School Operations & Library

Institution ERP, digital library.

Pillar 1: Core Platform & Command Centre

Unified Digital Foundation

01

Single Sign-On & Identity Management

One login for all roles: students, teachers, heads, cluster/block/district officers, and department personnel.

02

EMIS Integration

Seamless connection with existing Education Management Information Systems and state/national ID databases.

03

Command Centre Dashboards

Real-time visibility into usage analytics, learning outcome analytics, early-warning alerts.

04

Unified Data Lake

Consolidated data repository enabling advanced analytics, trend analysis, and early-warning alert systems. support for AI models and predictive analytics

Pillar 2: Digital Learning & Content Suite

Enterprise Learning Management System

Comprehensive LMS with courses, homework, assignments, tests, and live classes. Role-based dashboards for learners, teachers, and administrators.

Curriculum-Aligned Content

Core digital content for K-10/12 mapped to national and state curricula, available in multiple languages with low-bandwidth optimization.

Skill & Employability Content

Vocational training modules, soft skills development, IT skills, and NSDC-aligned courses for career readiness and workforce preparation.

Teacher Academy

Continuous professional development platform covering pedagogy, ICT integration, AI tools, and immersive learning facilitation techniques.

Blended learning – classroom, lab, home.


Pillar 3: Immersive & Experiential Learning Suite

3D Scholar

Interactive 3D models and visualizations bringing science, mathematics, and other subjects to life with manipulable digital objects.

Digital STEM & Virtual Labs

Comprehensive virtual experiments and simulations for Physics, Chemistry, Biology, and Mathematics—ideal for schools with limited physical lab infrastructure.

Augmented Reality (AR) / VR

AR modules providing interactive overlays of digital information onto the real world, enhancing comprehension and engagement with complex topics.

Interactive Flat Panel (IFP) Integration

Seamless integration with Interactive Flat Panels for collaborative learning, dynamic presentations, and real-time student engagement.

Strong alignment with NEP 2020's emphasis on experiential learning, problem-solving, critical thinking, and scientific inquiry.

Pillar 4: Assessment & AI Suite


AI Evaluation Engine

Advanced artificial intelligence at the core of the assessment layer, transforming how student work is evaluated and learning is measured.

AI Teacher

AI-assisted creation of model answer keys, rubrics, and evaluation criteria with teacher review and override capabilities.

Subjective Answer Evaluation

AI-supported evaluation of descriptive and subjective responses, reducing teacher workload while maintaining quality standards.

Outcome Analytics

Baseline, midline, and endline assessments with outcome-wise analytics from individual learner to system level.

Automatic Remedial Mapping

Intelligent linking of learning gaps to relevant digital content, 3D resources, and practice materials for personalized remediation.

Pillar 5: School Operations & Library Suite

Institution ERP

Lightweight yet comprehensive Enterprise Resource Planning covering attendance, timetabling, fee management, inventory, transport, and basic HR functions.

Digital Library & Management System

Curated collection of e-books, reference materials, and multimedia resources accessible to students and teachers with search and recommendation features.

Parent & Community Engagement

Mobile-friendly APP providing parents with real-time visibility into attendance, assignments, assessments, progress reports, and school announcements.

Cross-Cutting Platform Features

Single Sign-On


Multi-Language Support


Security & Privacy

Open APIs


Accessibility Features

Low-Bandwidth Optimization


  • White-label / State branding
  • Data residency on State Data Centre / NIC / PSU cloud as per policy

High-Level Architecture


Top Layer: Education Department leadership accesses Command Centre dashboards and analytics for policy decisions and monitoring.

Platform Layer: Shiksha Setu AI integrates all five solution pillars into a unified, secure, and scalable cloud-based platform.

User Layer: Schools, colleges, training centres, teachers, students, and parents access appropriate modules through web and mobile interfaces.

Integration Layer: Bidirectional data exchange with EMIS, national platforms, and hosting on secure government infrastructure (State Data Centre/NIC).


Why This Model? Why Now?

The current educational landscape demands innovative, integrated solutions. Shiksha Setu AI addresses critical challenges and leverages unique strengths to transform learning outcomes across the state.

1

From Fragmentation to a Unified Digital Ecosystem

Siloed systems create inefficiency and fragmented learning experiences. Shiksha Setu AI integrates all education functions into one unified platform for seamless operation.

2

Strategic Partnership for Speed, Trust, and Expertise

Our PSU-OEM partnership combines trust and governance with agility and cutting-edge technology for rapid, secure deployment.

3

Addressing NEP 2020 & Learning Loss Urgency

Directly aligned with NEP 2020's focus on experiential learning and digital literacy, while addressing post-pandemic learning loss through personalized interventions.

4

Positioning Our State as a National Best Practice

This initiative positions our state as a national pioneer in digital education transformation, setting a benchmark for others to follow.

A Day with Shiksha Setu AI – Teacher & Student

Teacher Use Case

  • Morning: Logs in once to Shiksha Setu AI, viewing today’s classes and pending evaluations on a unified dashboard.
  • During Class: Easily opens a 3D Scholar model for interactive lessons and launches a quick AI-generated quiz from the LMS.
  • After Class: The AI Evaluation Engine pre-checks descriptive answers; the teacher then reviews and adjusts scores as needed.
  • Evening: Checks student analytics to identify those who struggled and assigns personalized content .

My teacher's lives will get simpler.

Student Use Case

  • Morning: Logs in from the lab or home with a single ID, accessing all courses and pending tasks.
  • Afternoon: Watches a short 3D explanation of a challenging topic from class, enhancing understanding.
  • Late Afternoon: Attempts a chapter test, receiving instant feedback and suggested videos/activities for improvement.
  • Evening: Parent receives a simple app notification: “Today your child completed X and needs help in Y.”

My students will get more clarity and support.

Implementation & Governance Model

Education Department

Role: Policy direction, approvals, budget allocation, strategic oversight, and alignment with state education priorities and schemes.

SCERT / Boards / Universities / Skill Missions

Role: Curriculum alignment, content validation, assessment design, quality assurance, and teacher training content development.

PSU System Integrator

Role: Infrastructure deployment, installation, field coordination, L1 helpdesk support, and state-wide implementation management.

Shiksha Setu AI (OEM)

Role: Platform development, system integrations, product roadmap, feature enhancements, L2/L3 technical support, and upgrades.

Data, Analytics & Early-Warning System

The Shiksha Setu AI platform is underpinned by a robust analytics engine, providing comprehensive insights into the educational ecosystem. This system moves beyond simple reporting to deliver actionable intelligence and proactive alerts, empowering decision-makers at all levels.

Usage Analytics

Track platform engagement, module access, content consumption, and feature adoption rates across students, teachers, and administrators. Understand how digital resources are being utilized to optimize delivery and improve user experience.

Performance Analytics

Monitor student learning outcomes, teacher effectiveness, school-level academic progress, and overall system efficiency. Identify areas of excellence and those requiring intervention based on comprehensive educational parameters.

Predictive Analytics

Leverage AI to identify students at risk of dropping out, forecast future learning gaps, predict teacher training needs, and anticipate resource requirements. Enable proactive and preventative measures based on data-driven insights.

Corrective & Remedial Actions

Automate suggestions for personalized learning paths, recommend targeted teacher interventions, trigger alerts for underperforming schools, and guide policy adjustments. Foster a responsive and adaptive education system.

These analytical capabilities are central to providing the Education Department Command Centre with an intelligent early-warning system, ensuring timely and effective governance.

Phased Roll-Out Approach


Phase 1: Foundation

Deploy: Core platform, Single Sign-On, Command Centre dashboards

Pilot: LMS, core content library, and Teacher Academy with selected institutions across representative districts

Establish: Baseline data collection and initial user training programs

Phase 2: Deepening

Expand: LMS and content coverage to more grades, subjects, and institutions

Introduce: 3D Scholar, virtual labs, and AI assessment tools in targeted grades and STEM subjects

Scale: Teacher professional development and digital champion network

Phase 3: Consolidation Full-Scale

Roll-Out: System-wide deployment across all eligible institutions and user categories

Activate: Full ERP, digital library, parent app, and advanced analytics modules

Optimize: Early-warning systems, predictive analytics, and continuous improvement cycles


Next Steps: Establish Joint Working Group with Education Department, SCERT, PSU, and Shiksha Setu AI to identify pilot sites and prepare Detailed Project Report.

Thank You

Shiksha Setu AI

SS SIGMA INFOTECH PVT LTD

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