SaMa Innovation Labs
Case Study #3 • Grand Challenge Winner

MSME Government Scheme
Discovery AI

Winner of Telangana AI Grand Challenge 2025. An intelligent AI chatbot helping SMEs discover and understand government schemes with real-time guidance.

Government TechRAG SystemsLangGraphAward Winner

Project Overview

Small and Medium Enterprises (SMEs) in India face significant challenges accessing government schemes designed to support their growth. Information about schemes was scattered across multiple government portals, difficult to navigate, and often incomprehensible without expert guidance.

We built an intelligent AI chatbot that helps SMEs discover relevant government schemes in their language, understand eligibility criteria, and receive real-time guidance. This solution won first place in the Telangana AI Grand Challenge 2025.

The Challenge

  • Scattered information across multiple government sources
  • Complex eligibility criteria and application processes
  • Language and accessibility barriers
  • Need for real-time scheme eligibility matching

Our Solution

  • RAG system consolidating government scheme data
  • Intelligent scheme matching based on business profile
  • Multi-language support for accessibility
  • LangGraph orchestration for complex workflows

Results & Impact

🏆

1st Place Winner

Telangana AI Grand Challenge 2025

500+

SMEs Served

Discovered relevant schemes

95%

Accuracy

Scheme eligibility matching

Multi-language

Accessibility

Support for local languages

Technical Implementation

Core Technologies

PythonLangGraphOpenAISentence Transformers

Infrastructure

RAG PipelineVector DatabaseNLP ProcessingCloud Deployment

Architecture Highlights

  • RAG System: Consolidated government scheme data with semantic search capabilities
  • LangGraph Orchestration: Complex multi-step workflows for eligibility assessment
  • Semantic Matching: Sentence Transformers for business profile matching
  • Multi-language NLU: Support for multiple Indian languages

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