QuadricIT

Voice-first AI assistant

Blue Query

Ask in English or Telugu. Get answers from the data.

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Hi, I'm Blue Query, a voice-first AI assistant built by QuadricIT.

What I do

Officers ask me questions in English or Telugu, by voice or text. I turn each question into a database query and return the records, visual reports and key insights, running entirely on local infrastructure.

Why you'll want me

  • Instant access to case records without writing code.
  • Data stays on local infrastructure, with no third-party API access.
  • Private language models built with LangChain and LangGraph.
  • Runner-Up at the AI 4 Andhra Police Hackathon 2025.

Overview

Blue Query at a glance

A secure, bilingual (English and Telugu), voice-first AI assistant that lets police officers query crime records in natural language. Runner-Up at the AI 4 Andhra Police Hackathon 2025.

Blue Query is an AI-driven multilingual voice assistant that lets police officers query the Crime and Criminal Tracking Network & Systems (CCTNS) with simple voice or text commands in English and Telugu.

Officers ask a question in natural language and Blue Query generates the database query, returning records, visual reports and key insights. It runs on local infrastructure for data security, without third-party API access.

Blue Query earned the Runner-Up award at the AI 4 Andhra Police Hackathon 2025, hosted by the Andhra Pradesh Police.

Capabilities

What Blue Query does

  • Bilingual voice and textNatural-language queries in English and Telugu.
  • Offline by designRuns on local infrastructure for maximum data security.
  • Text-to-SQLAuto-generated Oracle SQL with visual dashboards.
  • Private LLMsBuilt with LangChain and LangGraph on private models.

Use cases

Where Blue Query fits

Law enforcement

Instant access to case records without writing code.

Public sector

A pattern for secure, conversational access to government data.

Concept render: The AI call centre Concept visualisation

In the story · The AI call centre

Voice agents that listen, understand and resolve.

The AI-run scene is a concept. Blue Query is part of how QuadricIT delivers on it today.

Replay this chapter

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Let’s talk

Request a Blue Query demo

Tell us about your systems, goals and timeline. Our consultants in the US and India will help you find the right path.

Contact us info@quadricit.com