Stage 2 · Teaching & Assessment

AcadEdge

An AI co-teacher that produces lesson plans, question banks, translations and graded assessments in minutes — and auto-generates your NAAC evidence as a by-product.

Platform note

AcadEdge answers the question every Dean is asking: how do we raise teaching quality and accreditation readiness without hiring more faculty? The hours that should go to mentoring and research are instead lost to lesson planning, question-bank creation, translation and weekend grading. AcadEdge is an AI co-teacher — built on Gemini Enterprise on Google Cloud — that drafts full lesson plans and adaptive assessments from a single prompt, grades subjective and objective work against your rubrics, translates technical content into Hindi and regional languages, and captures every artefact as auto-mapped CO-PO and NAAC evidence. The Faculty Knowledge Bank turns each professor's materials into a shared, RAG-grounded institutional asset, so knowledge stops walking out the door each year. The outcome is roughly twelve hours reclaimed per faculty per week and accreditation evidence that generates itself — the practical proof that AI improves both faculty productivity and learning outcomes.

Capabilities

Make faculty 3× more productive.

Seven capabilities that turn weekend marathons into minutes — and turn teaching into accreditation evidence automatically.

Lesson plan generator

Full lesson plans, labs and adaptive assessments from a single prompt — aligned to your syllabus and outcomes.

Auto-grading with rubrics

Grades objective and subjective work against your rubrics, with feedback — weekend grading marathons eliminated.

Multilingual translation

Hindi, Tamil, Bengali, Marathi and more — with the technical accuracy STEM content demands.

Gemini Gems for agents

Custom Gems for attendance, grading and syllabus — specialised agents faculty can summon on demand.

CO-PO auto-mapping

Every assessment is auto-mapped to course and programme outcomes, with heat-maps for review.

NAAC evidence generation

SSR/AQAR metrics and outcome evidence assembled continuously — audit-ready, not once a cycle.

Faculty Knowledge Bank

Institutional memory becomes a shared, RAG-grounded skill graph owned by the university.

How it works

From syllabus to graded, mapped outcomes.

1
Step 1

Faculty uploads the syllabus

A professor drops in a syllabus or a single prompt describing the unit to teach.

Upload: Physics · Unit 4 Thermodynamics
Prompt: 2-week plan, Laws 1–3
2
Step 2

AI generates plan, materials, quiz

AcadEdge produces a full lesson plan, lab activities, materials and an adaptive assessment in minutes.

Generated: 2-week plan + Carnot lab
Adaptive 15-Q quiz · viva set
3
Step 3

Students learn, AI grades & maps

Students submit; AcadEdge grades against rubrics and auto-maps results to CO-PO and NAAC evidence.

Graded 84 scripts · rubric-scored
Mapped → CO3/PO5 · NAAC evidence ready
AI in action

A two-week lesson plan, built while you read this.

An AI co-teacher that never tires.

AcadEdge turns a one-line request into a complete, outcome-aligned teaching unit — plan, lab, assessment and viva — then keeps grading and mapping in the background so faculty stay focused on students.

  • Generate full lesson plans, labs and adaptive assessments from one prompt
  • Auto-grade against rubrics with structured feedback
  • Every artefact auto-mapped to CO-PO and NAAC evidence
AcadEdgeGenerating lesson plan
Create a 2-week lesson plan for Physics — Unit 4: Thermodynamics, Laws 1–3.
Week 1 — Entropy
Activity: ice-melting simulation · 15-Q adaptive quiz
Week 2 — Laws of Thermodynamics
Lab: Carnot cycle visualisation · Subjective + viva
Ask AcadEdge
Outcomes

What AcadEdge moves on campus.

~12 hrs
Reclaimed / faculty / week
Content production
100%
NAAC evidence auto-generated
Continue the journey

Where this leads next.

Every module hands off to the next, so intelligence compounds across the whole lifecycle.

The next step

Let's make your campus the one that moved first.

A 2-hour Discovery Workshop with your stakeholders, Google and UniAI — we identify your top 3 use-cases and map a 90-day path to production.

No commitment · Your stakeholders + Google + UniAI · 2 hours