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Project Case Study

Smart Project Management Assistant

Secure AI Workflow Automation designed for compliance-heavy Government environments. This system processes unstructured operational data through zero-trust pipelines, automating task allocation and predictive resource scheduling without exposing internal network nodes.

An AI-based web application designed to automate document generation, query handling, and meeting coordination for public-sector project management teams.

Project Gallery

A multi-level exploration of the interface and workflows.

Explorer

  1. Gallery
  2. /R A G
Smart Project Management Assistant - 1-RAG - Image 1

Login page – Secure authentication gateway for authorized users

Project Demos

Explore different modules in action.

Problem Synthesis

Government project management at the Planning Commission of Pakistan relied heavily on manual, paper-based workflows, causing delays, errors, and inefficiencies in approvals and coordination. Critical documents and communications were time-consuming to prepare and difficult to standardize, impacting decision-making and project timelines.

Key Challenges

  1. 01.Manual preparation of PC1, Minutes of Meeting, and Authorization of Funds documents
  2. 02.Slow and error-prone handling of project-related queries
  3. 03.Inefficient coordination of meetings and official communications

Project Objectives

  • 01
    Goal

    Reduce manual effort in project documentation and approvals

  • 02
    Goal

    Improve speed and accuracy of project-related information retrieval

  • 03
    Goal

    Streamline coordination and communication across project stakeholders

WHAT 
WE 
DELIVERED 
  • Centralized AI-assisted project management platform

  • Automated generation of core government project documents

  • Intelligent query handling based on official project manuals

  • Integrated meeting invitation and communication system

  • Role-based access control for sensitive workflows

IMPACT 
& 
RESULTS 
  • Significant reduction in time required to generate and finalize official project documents

  • Improved consistency and standardization across all project records

  • Faster response to project queries, supporting better decision-making

Technical Deep Dive

Backend

01
  • Python
  • FastAPI
  • LangChain
  • LlamaIndex
  • Pandas

Frontend

02
  • React

Cloud / Infrastructure

03
  • Ollama (LLM runtime)

Document Automation

01
  • PC1 document generation
  • Minutes of Meeting generation
  • Authorization of Funds document generation

Operations & Coordination

02
  • Meeting invitation letter generation
  • Email-based meeting communication

Knowledge & Queries

03
  • Context-aware user query handling from official manuals

Access Control

04
  • Role-based authentication and authorization

Protocols

01
  • Role-based access control for sensitive documents
  • Controlled use of contextual data without external knowledge injection
  • Document standardization aligned with government formats