Success Story

Conversational AI for Legal Aid, Health Access & Campus Support

Multilingual chat and voice assistants for citizen services, health-facility discovery, and university student helpdesks — built for real public-sector scale.

Government, Healthcare & Education3M+ Citizens Supported Potential
AI conversational chatbot

One Conversational Platform, Mission-Critical Deployments

Quaere builds chatbot experiences that survive real citizen traffic — legal guidance, facility discovery, and campus FAQs — with secure hosting, analytics, and human escalation.

Quaere partners with public-sector and institutional teams to ship multilingual chat and voice assistants. Flagship work includes Nyay Marg for the Uttar Pradesh State Legal Services Authority (UPSLSA), health-facility guidance connected to UP Health Facility mapping for IHAT programs, and student support chatbots for universities such as MGKVP Varanasi and VBSPU Jaunpur.

Our stack combines multilingual NLP, Android/web delivery, knowledge grounding, and admin tooling so institutions own content after go-live.

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Deployed Across Citizen & Campus Journeys

Each chatbot is configured for its domain — legal aid, health navigation, or student services — while sharing the same conversational foundations: intents, knowledge, channels, and escalation.

Legal Aid Assistant

Citizen-facing guidance for legal services information, multilingual Q&A, and pathways toward appropriate legal aid resources.

Health Facility Bot

Conversational discovery and guidance over health facility information so users can find and understand care options faster.

Campus Support Bot

University helpdesk automation for admissions, exams, schedules, and student FAQs with handoff to campus staff when needed.

Flagship Chatbot Deployments

Production assistants for legal services authority citizens, health facility seekers, and university students across Uttar Pradesh.

Nyay Marg AI logo
Flagship Government Deployment

UPSLSA — Nyay Marg

Uttar Pradesh State Legal Services Authority (UPSLSA)

Legal Aid & Public JusticeUttar Pradesh · Inaugurated at JTRI, Lucknow

UPSLSA needed a scalable way for citizens to access understandable legal information beyond limited helpline hours. Quaere delivered Nyay Marg — a conversational AI assistant with chat and voice, grounded in approved guidance workflows for public legal services.

Implementation: Nyay Marg (AdvocaAI) multilingual legal guidance chatbot for citizens, available on Google Play, inaugurated by Hon’ble Chief Justice of India Shri Surya Kant at the Judicial Training & Research Institute (JTRI), Lucknow.
  • Citizen legal guidance in chat and voice
  • Android app on Google Play (AdvocaAI / Nyay Marg)
  • Inaugurated by CJI Surya Kant at JTRI Lucknow
  • Secure public-sector oriented deployment model
India Health Action Trust (IHAT) logo
Healthcare Navigation

IHAT Health Chatbot

India Health Action Trust (IHAT) · UP Health Facility

Healthcare Access & Facility MappingUttar Pradesh

Finding the right public health facility is hard when directories are dense and users need plain-language help. Quaere supported conversational experiences tied to UP Health Facility information so seekers get clearer, faster guidance.

Implementation: Conversational assistance layered on health facility mapping and discovery so users can locate and understand facilities more easily through a guided chat experience.
  • Chat-guided health facility discovery
  • Aligned with uphealthfacility.in facility mapping
  • Designed for public-health program needs
  • Human escalation when clinical advice is required
MGKVP logo
Campus Helpdesk Bot

MGKVP Varanasi

Mahatma Gandhi Kashi Vidyapith (MGKVP)

Higher EducationVaranasi, Uttar Pradesh

Mahatma Gandhi Kashi Vidyapith faces high volumes of repeating student queries. Quaere deployed a campus chatbot that answers common questions instantly and routes complex issues to human support.

Implementation: Student support chatbot for university FAQs, academic calendars, admissions guidance, and campus service queries — reducing repetitive counter load for staff.
  • 24/7 student FAQs and service guidance
  • Aligned to MGKVP portals and processes
  • Reduces front-desk and phone load
  • Configurable content owned by university teams
VBSPU logo
Campus Helpdesk Bot

VBSPU Jaunpur

Veer Bahadur Singh Purvanchal University (VBSPU)

Higher EducationJaunpur, Uttar Pradesh

Veer Bahadur Singh Purvanchal University needed scalable student support for repeating campus queries. Quaere delivered a conversational helpdesk that handles FAQs instantly and escalates complex cases to staff.

Implementation: Student support chatbot for university FAQs, admissions guidance, examination queries, and campus services — so students get answers without waiting in long queues.
  • 24/7 student FAQs and campus guidance
  • Aligned to VBSPU portals and processes
  • Cuts repetitive helpdesk load
  • Admin-owned knowledge and escalation flows

The Challenge

Legal aid desks, health programs, and campuses share the same bottleneck: too many repetitive questions, limited helpline hours, and users who need answers in their own language.

People using conversational AI support channels
01.Citizen helplines and campus counters are overwhelmed by the same FAQs every day, leaving complex cases underserved.
02.Many users are more comfortable with Hindi voice or chat than dense English websites and PDF circulars.
03.Health facility directories exist, but seekers still struggle to interpret them without guided conversational help.
04.Institutions need analytics and auditability — not a black-box chatbot that cannot escalate or learn from unmet intents.

The Quaere Chatbot Approach

We design domain-specific assistants on a shared conversational foundation: multilingual NLP, grounded knowledge, channel apps, analytics, and human handoff.

Mission-Tuned Intents

Legal, health, and campus journeys mapped to clear intents so answers stay actionable and policy-safe.

Voice + Multilingual Chat

Inclusive access for users who prefer speaking or reading in Hindi and related languages.

Channel Delivery

Android apps (including Play Store distribution) and web chat that match how institutions already reach people.

Governed Escalation

Officer or campus staff handoff with logs and analytics to improve knowledge over time.

Impact Across Deployments

Whether the user is a citizen seeking legal information, a family finding a facility, or a student checking campus services — response time and consistency improve.

UPSLSA

Nyay Marg legal AI for citizens across Uttar Pradesh

Health

Facility discovery & guidance via UP Health Facility mapping

Campus

Student support chatbots for MGKVP and VBSPU

Voice+Chat

Inclusive multilingual access on app and web channels

Faster Answers

Instant first response for routine legal, health, and campus questions.

Broader Reach

Voice and multilingual chat expand access beyond English-only portals.

Lower Desk Load

Repetitive tickets deflect so humans handle exceptions.

Trusted Launch

Government inauguration and live institutional deployments.

Key Outcomes

Measurable improvements in access, consistency, and operational load across legal aid, health navigation, and campus support.

User Experience

  • Always-on first response

    Citizens and students get answers outside office hours.

  • Hindi voice and chat

    Inclusive access for users who prefer spoken or plain language.

  • Guided service journeys

    Step-by-step paths instead of bouncing across portals.

  • Play Store citizen app

    Nyay Marg / AdvocaAI available for mobile download.

Nyay Marg conversational AI showcasing citizen guidance outcomes

Institution Outcomes

  • Facility navigation help

    Conversation layered on health facility information ecosystems.

  • Campus FAQ automation

    University bots reduce repetitive counter queries.

  • Human handoff when needed

    Complex cases escalate to officers or campus staff.

  • Analytics for improvement

    Intent and gap reports keep knowledge bases current.

Want a chatbot like Nyay Marg for your mission?

Book a demo for legal aid, health navigation, or university student support — or explore the product platform.

No commitment required • Response within 24 hours