AI Innovation Hub

Enterprise AI services and the technology stack powering ARIA and our product portfolio.

Enterprise AI Services

Private & Sovereign RAG Pipelines

Air-gapped retrieval-augmented generation on enterprise data.

Air-Gapped On-Premises LLM Infrastructure

Deploy LLMs on dedicated NVIDIA hardware — no cloud dependency.

Autonomous Agentic Swarms & MCP Tool Binding

Multi-agent AI systems with Model Context Protocol tool-calling.

Enterprise Multimodal Document AI & OCR

Invoice processing, document parsing, image understanding.

MCP Server Development

Custom Model Context Protocol servers for enterprise workflows.

AI Stack Used

  • ML.NET — school dropout & fee default prediction (EduSuite360)
  • LangChain / LlamaIndex — RAG pipelines
  • pgvector / Qdrant / Milvus — vector databases
  • OpenAI / Anthropic / Groq APIs — LLM inference
  • Ollama / Local LLMs — on-premise sovereign deployment
  • NVIDIA NIM Vision Models — multimodal document understanding
  • Speech-to-Text AI — voice note transcription (SRWhatsFlow360)
  • Python / FastAPI — AI microservices