Gen AI Services · Production-Grade AI

AI That Works in Production Not Just in a Demo

From knowledge retrieval to AI-native applications - practical Gen AI embedded into how your business already operates.

Most organisations know AI can help. The challenge is moving from pilot to production without hallucinations, governance gaps, and integration failures. Vijay Global provides the engineering capability to close that gap - in your environment, on your data, with governance built in.

Speak to an AI Specialist → View All Services →

Common

Pilot / Demo

Promising proof-of-concept with no path to production

Governed AI Build

Grounded in your data, audit trails, defined failure behaviour

Live

Production System

Embedded into daily operations, monitored and accountable

What This Solves

⚠ Proof-of-concept projects that never reach production - no path from demo to deployment

⚠ AI tools that do not connect to the data or systems the business actually runs on

⚠ No governance framework - what happens when the system is wrong, and who is accountable?

⚠ Vendor lock-in - tools purchased before the use case is properly validated

⚠ Generic AI outputs that do not match your domain vocabulary or operational context

Services in This Area

RAG (Knowledge-Based)

Secure, source-grounded retrieval on your enterprise data - accurate, cited, access-controlled.

Explore →

Copilot

Deploy and customise Microsoft Copilot across functions - integrated, trained, and governed.

Explore →

AI Remote Team

Dedicated AI engineers embedded in your sprints - for integration, fine-tuning, and deployment.

Explore →

AI-Centric Bespoke

Custom Gen AI products engineered for your specific workflow - not a generic tool adapted to fit.

Explore →

Why Vijay Global

✓ Business problem first - we start with the use case, not the technology

✓ Governance by design - every system includes audit trails and defined failure behaviour

✓ Production standard - we do not ship proof-of-concepts and call them done

✓ Data-grounded - your AI runs on your data, not the model's training corpus

✓ Flexible engagement - project, embedded team, or specialist staffing as needed

Platforms & Tools We Work With

LLM Providers

Azure OpenAI OpenAI Anthropic Claude Google Gemini open-source models (Llama Mistral)

RAG & Vector Stores

Azure AI Search Pinecone Weaviate pgvector FAISS

Orchestration

LangChain LlamaIndex Semantic Kernel

Deployment

Azure AI Studio AWS Bedrock self-hosted on customer infrastructure

Industries We Serve

Manufacturing

Supply Chain

Healthcare

Retail

BFSI

Ready to Move AI Into Production?

Share the use case you're validating - we'll tell you what it takes to run it safely, in production, on your data.

Speak to an AI Specialist → View All Services