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Our Work · Public Sector

AI Nigraan — AI Narrative & Sentiment Intelligence Platform

An AI narrative and sentiment intelligence platform for public conversation

Overview

Project at a Glance

Industry
  • Government & Public Sector
  • Media, Broadcasting & Infotainment
Services
  • AI Narrative & Sentiment Intelligence
  • Multilingual NLP
  • Real-Time Monitoring Platform
Region

Pakistan

Key Highlights
  • Multi-Source

    X · Facebook · News

  • Pakistan

    Client Region

  • Real Time

    Continuous Monitoring

Capabilities

Key Features

Identifying why public conversation resists manual monitoring, and solving each constraint with narrative-level AI analysis.

Narrative Intelligence

01 / 05

Clusters related posts into distinct narratives with participation and sentiment.

The challenge

Individual Posts Don't Show the Story

Reading posts one at a time reveals volume but not the narratives forming across them, or how much support each is gathering.

Key Challenges & Solutions

Problems we solve

The operational hurdles that stood between the business and its goals.

  1. Reading posts one at a time reveals volume but not the narratives forming across them, or how much support each is gathering.

    Our Solution

    Narrative Intelligence

    Clusters related posts into distinct narratives with participation and sentiment.

Solutions built for Public Sector

  • Government
  • AI
  • Web Application
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Technology

Technology Stack

A modern, scalable technology stack built for performance, security and long-term growth.

  • AWS
  • React
  • Node.js
  • Python
  • PostgreSQL
  • Redis
  • Docker
  • AWS
  • React
  • Node.js
  • Python
  • PostgreSQL
  • Redis
  • Docker
End Results

Measurable results, delivered

What the platform delivers real-time narrative and sentiment intelligence layer.

Scoreboard
  • Multi-Source

    X · Facebook · News

  • Pakistan

    Client Region

  • Real Time

    Continuous Monitoring

Impact Path01 / 05
Outcome 01

Clustered public conversation into distinct narratives with participation and sentiment for each.

START A CONVERSATION

Let's build what
runs your future

Tell us where you are. We reply within one business day with an engineering point of view.Tell us where you are — an idea, a platform under pressure, or an operation ready to scale. We come back within one business day with an engineering point of view, not a sales script.