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TTasgaonkarGroup of Institutes
The AI Ecosystem

An AI-native campus, built phase by phase.

We are designing a connected layer of AI that guides every learner from their first admission question to their first job — and beyond. Fourteen modules, three rollout phases, one trusted ecosystem for the Mumbai–Karjat education corridor.

Public roadmap — not a launched product
See the roadmap
Admission Counsellor
Admission Predictor
Career Advisor
Learning Assistant
Native LMS
Mock Tests
Resume Builder
Portfolio Builder
Interview Coach
Placement Assistant
Alumni Assistant
Community Assistant
Knowledge Base
Academic Assistant
14AI modules
3Rollout phases
11Institutions
1Connected layer
01The rollout

Three phases, sequenced by impact.

We are building the highest-impact experiences first — guiding a student to the right program — then learning, then careers and community. Each phase has its own signature.

1
Phase 1 / 3 Near term 2 modules

Phase 1 — Admissions Intelligence

Guide every prospective student to the right program with conversational counselling and admission prediction.

Admission Counsellor

Prospective students & parents

Admission Predictor

Prospective students

2
Phase 2 / 3 Mid term 6 modules

Phase 2 — Learning & Knowledge

An AI-native learning layer: tutoring, an LMS, mock tests and a unified knowledge base.

Career Advisor

Students & alumni

Learning Assistant

Current students

Native LMS

Students & faculty

Mock Tests

Aspirants & students

Resume Builder

Students & alumni

Knowledge Base

All members

3
Phase 3 / 3 Long term 6 modules

Phase 3 — Careers, Community & Operations

Placement, portfolio, interview, alumni and academic assistants that close the loop from learning to career.

Portfolio Builder

Students

Interview Coach

Students & alumni

Placement Assistant

Students & placement cell

Alumni Assistant

Alumni

Community Assistant

All members

Academic Assistant

Faculty & administration

02The full roadmap

Fourteen modules, one knowledge base.

Every module below has a designed surface today and maps to a future edge service — grounded in real Tasgaonkar content, never a generic chatbot. Filter by rollout phase.

AI-01 · P1

AI Admission Counsellor

Prospective students & parents

A 24×7 conversational guide that answers admission questions, recommends the right course and institute, and explains eligibility, fees and scholarships.

Capabilities

  • Course & institute matching
  • Eligibility checks
  • Fee & scholarship guidance
  • Multilingual support
Near term In design

AI-02 · P1

AI Admission Predictor

Prospective students

Predicts admission likelihood and suggests best-fit programs based on entrance scores, category and preferences using historical cut-off data.

Capabilities

  • Cut-off analysis
  • Probability scoring
  • Branch recommendations
  • What-if scenarios
Near term Planned

AI-03 · P2

AI Career Advisor

Students & alumni

Maps interests and skills to careers, recommends learning paths, and tracks industry demand to keep guidance current.

Capabilities

  • Aptitude analysis
  • Career path mapping
  • Skill-gap detection
  • Live demand signals
Mid term Planned

AI-04 · P2

AI Learning Assistant

Current students

A personal tutor that explains concepts, generates practice questions, and adapts to each student’s pace across subjects.

Capabilities

  • Concept explanations
  • Adaptive practice
  • Doubt solving
  • Progress tracking
Mid term Planned

AI-05 · P2

AI-Native LMS

Students & faculty

A learning management system with AI-generated lessons, auto-graded assessments and personalised learning journeys.

Capabilities

  • Course delivery
  • Auto-grading
  • Personalised paths
  • Analytics for faculty
Mid term Planned

AI-06 · P2

AI Mock Tests

Aspirants & students

Adaptive mock tests for entrance and semester exams with instant analysis and targeted improvement plans.

Capabilities

  • Adaptive difficulty
  • Instant analytics
  • Weakness mapping
  • Exam simulations
Mid term Planned

AI-07 · P2

AI Resume Builder

Students & alumni

Generates ATS-friendly resumes tailored to target roles, with content suggestions and real-time scoring.

Capabilities

  • ATS optimisation
  • Role-targeted content
  • Resume scoring
  • Templates
Mid term Planned

AI-08 · P3

AI Portfolio Builder

Students

Turns projects and achievements into a polished personal portfolio site that recruiters can browse.

Capabilities

  • Auto portfolio sites
  • Project showcases
  • Shareable links
  • Recruiter view
Long term Planned

AI-09 · P3

AI Interview Coach

Students & alumni

Runs realistic mock interviews with voice, scores answers and body language, and gives actionable feedback.

Capabilities

  • Mock interviews
  • Answer scoring
  • Communication feedback
  • Role-specific drills
Long term Planned

AI-10 · P3

AI Placement Assistant

Students & placement cell

Matches students to openings, schedules drives, and helps the placement cell track readiness at scale.

Capabilities

  • Job matching
  • Drive automation
  • Readiness scoring
  • Recruiter dashboards
Long term Planned

AI-11 · P3

AI Alumni Assistant

Alumni

Helps alumni reconnect, find mentees, discover opportunities and give back to the community.

Capabilities

  • Smart networking
  • Mentor matching
  • Opportunity feed
  • Reunion planning
Long term Planned

AI-12 · P3

AI Community Assistant

All members

Surfaces relevant discussions, answers FAQs, and assists moderators in keeping communities safe and helpful.

Capabilities

  • Content discovery
  • Auto-moderation
  • FAQ answering
  • Smart digests
Long term Planned

AI-13 · P2

AI Knowledge Base

All members

A unified, searchable brain over institutional content — notes, policies, courses and FAQs — answering in natural language.

Capabilities

  • Semantic search
  • Grounded answers
  • Document Q&A
  • Always up to date
Mid term Planned

AI-14 · P3

AI Academic Assistant

Faculty & administration

Assists faculty with lesson planning, assessment generation and student-progress insights, reducing administrative load.

Capabilities

  • Lesson planning
  • Assessment generation
  • Progress insights
  • Admin automation
Long term Planned
03How it fits the ecosystem

Four layers, one architecture.

Each module is not a standalone gadget — it is a service that snaps into a shared architecture. That is why the UI can exist today while the intelligence rolls out behind it without ever breaking the experience.

Layer 1 / 4

Presentation layer — live today

The surface you are using now

Every module already has a designed surface in this ecosystem: cards, status badges and roadmap pages built in Next.js 15 and Tailwind. What you see is the real shell that future intelligence plugs into — not a mockup that gets thrown away.

Layer 2 / 4

Data & content layer — Supabase Postgres

One content backbone

Institutes, courses, leads and student records live behind a single content access layer. When Supabase is connected, each accessor swaps from seed data to Postgres with row-level security — without rewriting a single page.

Layer 3 / 4

Intelligence layer — edge functions & models

Grounded, not hallucinated

Each of the 14 modules maps to a future Supabase Edge Function calling a vetted model — retrieval-augmented over our own knowledge base, so answers stay grounded in real institutional content, not hallucinations.

Layer 4 / 4

Trust & governance layer

Human-in-the-loop by design

Consent-first lead capture, auditable prompts, human-in-the-loop for admissions decisions and India data-residency. AI assists counsellors and faculty — it never replaces the human judgement that families trust.

The content layer is the seam. Today the site reads typed seed data through a single set of accessors. When Supabase is connected, those same accessors query Postgres and call edge functions — so every AI module ships as a backend swap, not a redesign. The ecosystem was built AI-ready from the first commit.

04How we think about AI

Ambitious technology, grounded values.

We are not bolting a chatbot onto a brochure. Every module is built on a few non-negotiable principles so that families, students and faculty can trust it from day one.

01

Student-first, always

Every module starts from a real student or parent question — admission, learning or career — not from technology for its own sake.

02

Grounded & accountable

Answers are retrieved from verified Tasgaonkar content. High-stakes guidance is reviewed by humans before it reaches a family.

03

One connected ecosystem

Counselling, learning, placement and community share one data backbone, so a student is recognised across every touchpoint.

05Why it matters

A campus that knows every learner.

For a family in Karjat, Panvel or anywhere along the Mumbai corridor, the promise is simple: guidance that is available at 11 PM, in your language, grounded in real Tasgaonkar data — and always backed by a human counsellor when it counts.

Find the right program in minutes, not weeks

The AI Admission Counsellor and Predictor turn confusing cut-offs and eligibility rules into a clear, personalised shortlist.

Learn at your own pace

An AI-native LMS, learning assistant and adaptive mock tests meet each student where they are and close skill gaps before exams.

Walk into placements interview-ready

Resume builder, interview coach and placement assistant prepare students for our 300+ recruiting partners.

Stay connected for life

Alumni and community assistants keep 15,000+ graduates mentoring, hiring and giving back across the ecosystem.

Roadmap status

Building in the open, shipping with care.

We would rather show you an honest roadmap than over-promise a finished product. The experiences on this page are designed and architected; the intelligence behind them is being built and validated phase by phase, with educators and students in the loop. As each module moves from planned to in design to pilot, this page updates to reflect it.

Want early access?

Prospective students and partners can register interest in our AI pilots. We will reach out when the first counselling and learning modules open for testing.

Or call +91 73870 89899