Savvy AI: a system of AI models

    Savvy AI is not a single model or a chatbot feature. It is a system of AI models — reasoning, recommendation, retrieval, language and generation — orchestrated to run real education workflows. Eklavya is the application layer that holds an institute's data and daily workflows; Savvy AI is the intelligence that works on top of them.

    What Savvy AI does today

    Institute Website Builder

    In pilot

    Problem: Most institutes have no real web presence — getting a website means agencies, cost, and months.

    What Savvy AI does: Generates a complete marketing and storefront website for an institute — courses, batches, enquiry capture — ready to publish and easy to keep current.

    Teacher Avatar

    In pilot

    Problem: Students' doubts pile up faster than any teacher can answer them individually.

    What Savvy AI does: A retrieval-grounded avatar answers student doubts from institute-approved material — in chat and as AI-generated video in the teacher's own avatar — and hands off anything it can't confidently resolve.

    Teaching Recommendations

    In pilot

    Problem: Test attempt data accumulates, but turning it into 'what should I do for this student' stays manual.

    What Savvy AI does: Analyzes student test-attempt data and recommends to teachers where to intervene — which students, which topics, what to assign next.

    Eklavya: the application layer

    Eklavya is where institutes run their daily work — admissions, academics, assessments, communication, operations. It holds the data and workflows that Savvy AI works on: every capability above shows up inside Eklavya as an everyday feature, not a separate AI tool. We build feature-by-feature with pilot coaching institutes who use the system and shape what we solve next.

    Architecture

    Application layerEklavya, institute portals, dashboardsIntelligence layerSavvy AI: retrieval, agents, personalizationData layerInstitution and student data storageSecurity layerAccess control, authentication, isolation

    Responsible AI & Security

    Human-in-the-loop AI

    AI-generated content and recommendations are reviewed by a person before they reach students.

    Role-based access control

    Staff, teachers and administrators only see the data and actions relevant to their role.

    Tenant isolation

    Each institution's data is kept separate from every other institution on the platform.

    Secure authentication

    Access to institution accounts is protected by secure, credentialed authentication.

    Audit logs

    Planned

    A record of key actions taken on institution data, for accountability and troubleshooting.

    Backups

    Planned

    Regular backups of institution data to protect against loss.

    DPDP readiness

    Planned

    Alignment with India's Digital Personal Data Protection Act requirements.