Edge AI PODS
Domain Specific Edge SLM
Edge Infrastructure
Sovereign AI
Building India’s Sovereign AI with SLMs Powered Intelligent Edge
In partnership with Local Academic and Research Institutions, aligned with UNSDG goals.
Edge AI PODS
Domain Specific Edge SLM
Edge Infrastructure
Sovereign AI
What We Do
Compute + Intelligence at the Edge
Edge Infrastructure
Deployed with domain specific models at last mile and remote locations.
Edge AI
Using Small Learning & Language Models (SLMs) optimized for CPU-based inference.
Core–Edge architecture
Integrating GPU-driven core AI with edge inference.
PPP-P4 ready platforms
for national-scale digital
infrastructure.
Why Edge AI SLM Matters for India
Domain
Specific SLMs
Cost
Efficient AI
Low
Latency
Data
Sovereignty
Cyber
Resilience
Environmental
Sustainability
Sectors We Serve
Public Private People Partnership (P4)
Government Models
Vaman Edge platforms are specifically designed for Public-Private-People Partnership (P4) engagements with revenue-neutral design for domain-specific government portfolios.
Policy Aligned Engagements
Aligned with governments frameworks for Public-Private-People Partnership driven deployments.
Domain & State Specific
Implement domain-specific programs tailored for last mile context and implementation and rollout.
Cross Sector Approach
Aligned for Citizen Services
TECHNOLOGY
Edge-Native Stack
- Modular Infrastructure with SLM’s
- Edge Kubernetes & orchestration
- CPU-optimized AI inference
- Secure data pipelines
- AI model lifecycle management
Security & Sovereignty
- Data residency by design
- Zero-trust architecture
- Role-based access
- Model security & AI Guardrails
- Compliance-ready frameworks
Who We Are
Vaman Edge is an India based Digital Infrastructure Entity focused on developing & deploying Sovereign Edge AI SLM backbone in partnership with local Academic & Research Institutions aligned with UNSDG Goals.
Our Vision
- Distributed, intelligent edge computing across India
- Sovereign AI infrastructure
- Real-time intelligence delivered at the last mile
Our Mission
- Democratize access to AI
- Enable last-mile digital infrastructure
- Support national digital missions
- Reduce cloud dependency
OFFERINGS
Edge Infrastructure
Built for the Last Mile
Vaman Edge Infrastructure that are compact,
modular, and ruggedized, enabling deployment in urban, semi-urban, and rural environments.
- 3–100 kW scalable capacity
- Indoor & outdoor form factors
- CPU/Low End GPU’s -optimized workloads
- Energy-efficient & solar-ready
- Connected, Secure, remotely managed
Edge AI with SLMs
Domain Specific Edge AI
Small Learning & Language Models designed for:
- Domain specificity
- Low compute footprint
- High accuracy
- Data privacy
SLM Use Cases
- Heritage and Culture
- Wellness and Healthcare
- Agriculture and Environment
- E-Governance
Core–Edge AI Orchestration Platform
- Edge inference for real-time decisions
- Model lifecycle management
- Secured orchestration
- Central GPU clusters for training
Core–Edge Architecture
- Infer locally
- Train centrally
- Govern securely
Core GPU clusters handle heavy AI training while Edge AI SLM’s PODS run lightweight, domain-specific SLMs for real-time outcomes.