Inspiration

In India, there are 1,200+ government schemes, yet millions of eligible citizens—especially senior citizens—remain unaware of their benefits. Most information is locked inside complex English documents and government portals that are difficult to navigate for elderly users, particularly those from rural or non-technical backgrounds.

We observed that senior citizens often depend on others just to understand basic services like pensions, healthcare schemes, or subsidies. This creates a major barrier to accessing their rights. This inspired us to build a system that removes both the digital and linguistic complexity from government services.

What it does

SahayakSetu is a voice-first digital assistant that helps senior citizens understand and access government schemes easily.

Users can simply speak in their native language and:

  • Understand what a government scheme is
  • Check eligibility
  • Get required documents
  • Receive step-by-step guidance on how to apply

Instead of navigating complex websites or reading PDFs, users get clear, conversational guidance tailored to them.

How we built it

We built SahayakSetu as a voice-driven, AI-powered system with the following pipeline:

  • Speech-to-Text: Captures user queries in regional languages
  • Vector Search (Qdrant): Retrieves relevant government scheme data using semantic search
  • LLM Layer (Gemini + Groq fallback): Generates structured, easy-to-understand responses
  • Session Memory: Maintains conversational context for follow-up questions
  • Text-to-Speech: Converts responses back into natural regional voice

The system uses a curated knowledge base of verified government scheme data to ensure accuracy and reliability.

Challenges we ran into

  • Unstructured government data: Most scheme information is inconsistent and difficult to standardize
  • Language diversity: Supporting multiple Indian languages with proper understanding and response generation
  • Avoiding hallucinations: Ensuring responses are grounded in verified data
  • Latency in voice interactions: Maintaining a real-time conversational experience
  • Designing for seniors: Keeping the interface simple and intuitive

Accomplishments that we're proud of

  • Built a voice-first system tailored for senior citizens
  • Enabled multi-language support with script-aware responses
  • Implemented semantic search using vector databases for accurate retrieval
  • Designed a system that provides actionable steps, not just information
  • Achieved a working pipeline from voice input → AI reasoning → voice output

What we learned

We learned that accessibility is not just about UI—it’s about simplifying the entire experience. Technology should adapt to users, not the other way around.

We also realized that:

  • Clear, structured data is more powerful than raw information
  • Voice interfaces significantly reduce friction for non-technical users
  • Trust and accuracy are critical when dealing with public services

What's next for SahayakSetu

We plan to:

  • Expand the knowledge base to cover more government schemes
  • Improve personalization based on user profiles
  • Add offline and low-bandwidth support for rural areas
  • Integrate with real government systems for direct application workflows

Our long-term vision is to make SahayakSetu a universal digital bridge between citizens and government services, ensuring no one is left behind due to lack of access or understanding.

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Updates

posted an update

SahayakSetu has evolved from an idea of making government schemes accessible into a working voice-first system for senior citizens. We started by identifying the gap in how complex and inaccessible scheme information is, especially for elderly users, and built a simple interface where users can ask questions in their own language. We implemented a pipeline combining speech input, semantic search over verified scheme data, and AI-generated step-by-step guidance, along with voice responses for ease of use. Over time, we improved multilingual support, response accuracy, and overall usability, focusing on making the experience as simple and intuitive as possible for non-technical users.

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