Educational AI Cloud · Punjab Focus

AI Cloud Platform for
Punjab Colleges & Universities

End-to-end IaaS, PaaS & SaaS solutions aligned to AI, Data Science, Management and Law curricula — AICTE & UGC compliant.

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Our Cloud Offerings

IaaS – AI Infrastructure
  • GPU & CPU compute pools
  • Virtual AI labs per course
  • Secure multi-tenant isolation
  • India data residency
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PaaS – AI Platforms
  • Preconfigured ML frameworks
  • MLOps pipelines & experiment tracking
  • Domain datasets & APIs
  • Reproducible environments
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SaaS – AI Applications
  • AI LMS & research tools
  • Career & placement AI
  • No-code AI for non-tech streams
  • Faculty dashboards & analytics
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Student & Faculty AI Access Levels

A progressive five-tier access model aligned to academic stage and program type.

Level 1

AI Literacy & Exploration — Guided notebooks, intro datasets, no-code tools.

Level 2

Applied Learning — Structured labs, pre-built models, mini-projects.

Level 3

Model Building — Custom training, experiment tracking, GPU access.

Level 4

Advanced & Research — Dedicated nodes, long-running jobs, research datasets.

Level 5

Innovation & Commercialisation — Incubation cloud, IP-ready research, startup support.

AICTE-Aligned Academic Programs

How each program maps to our cloud stack with datasets, models and outcomes.

Technical Programs

IaaS + PaaS
B.Tech / B.E. – Artificial Intelligence & Machine Learning

AICTE Curriculum Mapping: Strong foundations in programming for AI, data structures, probability & statistics, machine learning, deep learning, NLP, computer vision, ethics of AI, industry-oriented electives and a full-year capstone project.

Why Cloud is Essential: These subjects require large datasets, repeated experimentation, GPU acceleration and collaborative development. Traditional college labs cannot economically support high-end GPUs or scale for entire batches.

Datasets & AI Models Available: Curated image datasets (medical imaging, agriculture crop disease, satellite imagery), NLP corpora (Indian legal texts, news archives, multilingual datasets), structured datasets (finance, IoT sensor data) and benchmark datasets. Pre-trained models include CNNs, ResNet, YOLO, BERT-family models, Vision Transformers and domain-adapted LLMs.

  • Student Outcomes: Industry-ready ML engineers with real datasets, deployable capstone projects and production exposure.
  • Our Offering: GPU VMs, managed JupyterLab, PyTorch & TensorFlow, experiment tracking, model registries, deployment pipelines.
PaaS
BCA / B.Sc – Artificial Intelligence & Data Science

AICTE Curriculum Mapping: Focus on Python programming, statistics, data analysis, data mining, introductory machine learning, visualisation, databases and semester-wise mini projects.

Why Cloud is Essential: Students come with heterogeneous personal devices. Cloud-based labs ensure uniform software versions, standardised datasets and fair assessment, eliminating installation issues.

Datasets & AI Models Available: Tabular datasets (banking transactions, retail sales, logistics data), public datasets from Indian government portals, time-series datasets (weather, demand forecasting), basic NLP datasets. Models include regression, decision trees, random forests, XGBoost, clustering algorithms and AutoML pipelines.

  • Student Outcomes: Data analysts, junior data scientists, analytics-ready graduates with hands-on project experience.
  • Our Offering: Browser-based notebooks, guided lab exercises, AutoML tools, SQL/NoSQL databases, data visualisation dashboards.
IaaS + PaaS
MCA / M.Tech – Advanced AI & Data Science

AICTE Curriculum Mapping: Advanced machine learning, big data frameworks, distributed systems, research methodology, electives and thesis or dissertation work.

Why Cloud is Essential: Postgraduate programs demand scalable compute for experiments, access to distributed systems and the ability to deploy and benchmark real-world systems.

Datasets & AI Models Available: Large-scale text corpora, recommender system datasets, clickstream data, distributed graph datasets, medical and industrial datasets. Models include transformers, recommendation engines, graph neural networks, anomaly detection models and custom LLM fine-tuning pipelines.

  • Student Outcomes: MLOps engineers, AI architects, research engineers and PhD-ready graduates.
  • Our Offering: Dedicated GPU quotas, container orchestration, ML CI/CD pipelines, model registries, API-based inference services.
IaaS
PhD / Research Scholars

AICTE & Research Focus: Original research, innovation, interdisciplinary collaboration, patents, funded projects and high-impact publications.

Why Cloud is Essential: Research requires long-running experiments, reproducibility, data security and collaboration across institutions.

Datasets & AI Models Available: Restricted research datasets, large multilingual corpora, satellite imagery, biomedical datasets (ethics-approved), synthetic data generators. Models include research-grade LLMs, diffusion models, foundation models and custom architectures.

  • Research Outcomes: Increased publication output, improved grant success, patent-ready innovations.
  • Our Offering: Dedicated compute nodes, high-memory instances, long-duration jobs, secure data enclaves and collaboration workspaces.

Non-Technical & Interdisciplinary Programs

SaaS
MBA / BBA – Business Analytics & AI

AICTE Curriculum Mapping: Business analytics, decision science, management information systems, digital transformation and strategic management.

Datasets & AI Models Available: Sales pipelines, CRM data, marketing campaign data, financial statements, HR analytics datasets. Models include forecasting, churn prediction, pricing optimisation and decision support systems.

  • Student Outcomes: Analytics-driven leadership, improved placement readiness.
  • Our Offering: No-code analytics platforms, forecasting tools, marketing/finance/HR AI simulations.
SaaS
Law, Policy & Governance – AI Applications

UGC / AICTE Mapping: AI ethics, cyber law, data protection, technology governance.

Datasets & AI Models Available: Indian court judgments, contracts, regulatory texts, policy documents. Models include legal NLP models, document summarisation, classification and retrieval-augmented generation (RAG) systems.

  • Student Outcomes: Legal-tech readiness, policy advisory skills.
  • Our Offering: AI-assisted legal research, document review, compliance simulation tools.
PaaS + SaaS
Agriculture, Healthcare & Life Sciences

AICTE Mapping: Interdisciplinary AI for societal impact, innovation and entrepreneurship.

Datasets & AI Models Available: Crop disease images, soil & weather data, satellite imagery, anonymised healthcare records. Models include computer vision, time-series forecasting, risk prediction and decision support systems.

  • Student Outcomes: Applied research projects, startup ideas, community impact.
  • Our Offering: Vision AI, predictive analytics, IoT-AI integration platforms.
SaaS
Faculty Development Programs (FDPs)

AICTE Mandate: Continuous professional development and upskilling of faculty.

Datasets & AI Models Available: Teaching-ready datasets, demo datasets, pre-trained baseline models, case-study-specific datasets for classroom use.

  • Faculty Outcomes: Better NAAC scores, funded research readiness.
  • Our Offering: Teaching sandboxes, curriculum kits, FDP delivery platforms.

Academic Value, Compliance & Outcomes

1. AICTE Compliance & Curriculum Alignment

Directly supports AICTE model curricula. Enables OBE, PBL, internships and capstone projects. Institutions can demonstrate compliance with structured lab access, usage logs, project repositories and faculty dashboards.

2. Student Lifecycle Enablement

Supports the complete student journey from first semester to final placement. Students begin with guided labs, progress to capstone projects and graduate with deployable portfolios and real-world AI exposure.

3. Data Governance, Ethics & Security

All datasets are curated, anonymised and ethically sourced. India data residency, RBAC, audit logs and explainable AI tools ensure institutions can teach AI ethics and data protection aligned with NEP 2020.

4. Institutional ROI & Accreditation Impact

Shared AI Cloud reduces capital expenditure while improving academic quality. Benefits include improved NAAC & NIRF indicators, higher student placement rates, increased research output and industry collaboration.

5. Faculty Empowerment & Research Acceleration

Faculty receive ready-to-use teaching environments, reusable datasets, baseline models and research-grade infrastructure. Reduces setup time, improves teaching quality and accelerates publications.

6. Pricing Transparency & ROI Justification

Each pricing tier is transparently linked to compute resources, dataset depth and academic outcomes. Institutions can clearly justify expenditure at management and governing body levels.

Program & Semester Access Mapping

Program Year 1 Year 2 Year 3 Year 4 / Research
B.Tech AI/ML Level 1 – 2 Level 2 – 3 Level 3 – 4 Level 4 (Capstone)
BCA / B.Sc DS Level 1 Level 2 Level 2 – 3
MCA / M.Tech Level 3 Level 3 – 4
PhD / Research Level 4 Level 4 – 5 Level 5 Level 5
MBA / BBA Level 1 Level 1 – 2
Law / Governance Level 1 Level 1 – 2 Level 2

Institutional Pricing

Transparent, semester-aligned pricing — not commercial per-hour billing.

Starter
Teaching Lab

₹ Per Student / Semester

  • Shared CPU + limited GPU
  • PaaS notebooks & guided labs
  • Basic SaaS tools & LMS access
  • Faculty dashboard
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Research
AI Research Cloud

Annual Institutional License

  • Dedicated GPU nodes
  • Long-running research jobs
  • Secure data enclaves
  • Joint research & incubation support
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Deployment & Security

On-Prem / Campus

Deploy within campus network for maximum data control and low latency.

Private Cloud

Hosted private cloud with India data residency and dedicated resources.

Hybrid

Blend on-prem and private cloud for flexibility and cost optimisation.

Compliance

UGC / NAAC / AICTE / NEP 2020 aligned. Student-wise isolated containers.

Request Demo / Proposal

Tell us about your institution and we’ll prepare a tailored proposal within 24 hours.