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Accelerator 13 · Government & public services

Multilingual citizen services assistant (English/Hindi/Telugu)

Answers citizen questions about services and schemes in English, Hindi or Telugu, strictly from the department's own rules.

The problem

  • Citizens queue at offices to ask which documents a service needs.
  • Rules and circulars are published in English PDFs that many citizens cannot read.
  • Helpline staff give different answers to the same question.

What it does

  • Answers from the department's approved rules only, with the rule reference.
  • Replies in the citizen's language: English, Hindi or Telugu.
  • Lists documents, fees, steps and timelines, and says when the citizen must visit an office.
  • Can run fully inside a state data centre on open-source models.

Ask a citizen-service question in English, Hindi or Telugu and get eligibility, documents and steps.

Live demo: Multilingual citizen services assistant (English/Hindi/Telugu)

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Output

Answer in the chosen language with eligibility, documents, fees, steps and the rule reference.

The demo first calls the Surge in-house AI server and falls back to a hosted open-source model if it is busy. The badge on the output shows which one answered. Limited to a few runs per visitor per day.

How it integrates

In your deployment the accelerator runs inside your environment, behind your single sign-on, and is connected to the systems below. You choose the hosting and the model.

Systems and APIs

  • Department service portal
  • WhatsApp / IVR channels
  • Grievance management system
  • Application status APIs

Data we need for a pilot

  • Service rules, circulars and FAQs
  • Top 100 citizen questions from the helpline

Where it runs

  • State data centre or on-prem (recommended)
  • Government community cloud

Open-source models we start with

  • Qwen3-class 14B instruct model
  • IndicTrans2 for English–Hindi–Telugu
  • Whisper-class speech model for voice queries

Walkthrough

A short recorded walkthrough of the multilingual citizen services assistant (english/hindi/telugu): the input, the output and how a reviewer uses it.

Next accelerator: Content & campaign agent for CMS (AEM) →

Walkthrough video coming soon

We are recording a short walkthrough of this accelerator. Meanwhile, run the live demo above or book a working session.

Run the government & public services accelerator on your data

In a working session we map it to your process, systems and rules, and agree what a pilot must prove before it goes live.