Developed under NxtGenSec • Version 1.0 • 2025

AssistiveWorkmate

Agentic AI Framework for Operating System Automation

Specially designed for Windows users - Automate tasks without human intervention using advanced AI technology

About AssistiveWorkmate

AssistiveWorkmate (AW) is an innovative framework designed to automate and manage operating system (OS)-level tasks through an Agentic AI approach. Unlike conventional automation tools, AW functions as an intelligent agent that accepts natural language commands, interprets them, and executes corresponding actions directly within the OS environment.

Born from the frustration of repetitive troubleshooting and system recovery challenges faced by cybersecurity students, this project aims to provide a one-step solution for system management, enabling users to perform complex configurations, fix issues, and streamline workflows simply by interacting with an AI-powered assistant.

Project Date: August 25, 2025

Key Objectives

  • Create an intelligent AI-driven assistant for system-level problem-solving
  • Enable natural language communication for both technical and non-technical users
  • Eliminate manual troubleshooting through automated processes
  • Reduce time, cost, and energy for routine system management

Key Features

AI-Powered Automation

Converts natural language queries into executable automation scripts using Google's Gemini API

System-Level Integration

Direct interaction with Windows OS for real-time automation tasks including file management and process handling

Automated Diagnostics

Automated detection and resolution of common OS-level issues, reducing dependency on manual problem-solving

User-Friendly Interface

Simple text-based input mechanism for seamless interaction by both technical and non-technical users

Real-Time Execution

Immediate task execution with transparent step-by-step automation process and progress tracking

Transparency & Control

Users can review automation steps before execution, maintaining full control over system operations

How It Works

Workflow Process

1

User Query Input

User provides their query in the chat field using natural language

2

AI Processing

System sends predefined prompt + user prompt to Gemini API

3

Dual Output Generation

Gemini provides both user-friendly reply and automation JSON

4

Transparency & Choice

User can review steps and choose whether to automate the task

5

Execution

System executes automation steps with real-time progress tracking

Technical Architecture

Frontend

React + Next.js + Tailwind CSS

AI Integration

Google Gemini 2.0 Flash Model

Automation Engine

Python + PyAutoGUI + System Commands

Target Platform

Windows 10 and above

Development Team

K

Kiran Kumar Reddy Savireddy

CSE (Cybersecurity) • Team Member 1

Lead Developer & System Architecture

N

Mandapalli Deva Sai Nandini

CSE (Cybersecurity) • Team Member 2

AI Integration & Testing

Institution: Madanapalle Institute of Technology & Science (MITS)

Developed under: NxtGenSec • Date: August 25, 2025

Future Enhancements

Cross-Platform Support

Expand to Linux and macOS for wider accessibility

P2 2026

Voice-Based Interaction

Speech-to-text functionality for hands-free operation

P3 2026

Multi-Agent Collaboration

Multiple AI agents working in parallel on different tasks

P4 2026

Advanced System Diagnostics

Real-time monitoring with predictive analytics

P5 2027

Enhanced Security

Microsoft MCP integration with RBAC and encryption

P6 2027

Cloud Synchronization

Cross-device automation preferences and history

P7 2027