Pooja Scans AI Admin Dashboard

Overview

Pooja Scans AI Admin is a comprehensive web-based administration platform built to monitor and manage all activities across the Pooja Scans AI ecosystem.

The dashboard provides complete visibility into marketplace operations, AI scanning performance, user activity, financial transactions, support requests, and subscription management.

2. The Challenge

Managing a dual-sided marketplace powered by real-time AI requires immense oversight. The business needed a way to track massive amounts of dynamic data—from daily AI scan accuracies and KYC verifications to complex escrow payments and user disputes.

The Business Goals:

1. Simplify platform administration into one unified interface.

2. Monitor marketplace activity, AI scan operations, and business analytics in real time.

3. Ensure highly secure platform operations and streamline customer support workflows.

The Design Challenge: Transforming a massive, complex data set into a clean, scannable, and actionable interface that prevents cognitive overload for the administrative team.

3. The Process (UX)

Building an enterprise dashboard requires a deep focus on Information Architecture (IA) and workflow efficiency.

• Information Architecture: I audited the entire feature set and categorized it into logical modules: Dashboard Analytics, User Management, AI Scan Monitoring, Marketplace Operations, Financials, Support, and Subscriptions.

• Workflow Optimization: I mapped out critical admin journeys. For example, I designed a streamlined flow for admins to review KYC documents, verify accounts, and handle refund disputes with minimal clicks.

• Scalable Framework: I created a modular layout system that could easily accommodate future feature additions without breaking the navigation structure.

  

4. The Solution (UI)

I designed a clean, modern, and highly functional interface using Tailwind CSS to ensure consistency and rapid development.

• Analytics at a Glance: The home dashboard features rich data visualizations tracking Total Users, Daily AI Scans, Revenue, and Subscription Metrics for instant business health checks.

• AI & Marketplace Monitoring: Designed dedicated modules to review Quality Analysis Results (Image, Video & Audio scan records) alongside AI Confidence Tracking. Admins can seamlessly monitor live listings, shipment tracking, and bargain requests.

• Comprehensive Management Hubs: Created intuitive data tables and control panels for tiered Subscription Management (Guest, Gold, Diamond), Escrow Monitoring, and Customer Support ticketing.

  

5. The Engineering (Dev)

As the frontend developer, I needed to ensure the dashboard was not just visually appealing, but exceptionally fast and securely connected to the backend infrastructure.

• High-Performance Frontend: Built the application using React.js and Vite, resulting in a lightning-fast single-page application (SPA) experience that handles heavy data loads without UI lag.

• Serverless Cloud Integration: Integrated the frontend with a robust AWS ecosystem. I utilized API Gateway and Lambda Functions to fetch dynamic data securely.

• Secure & Scalable Data: Connected the app to Amazon Cognito for strict role-based admin authentication. Handled massive datasets using DynamoDB and managed heavy media assets (images/videos from AI scans) via S3 Storage.

  

6. The Outcome & Next Steps

The dashboard is currently under active development and serves as the operational backbone for the Pooja Scans AI ecosystem.

• Operational Clarity: The modular design has successfully simplified complex administrative tasks, giving the business clear visibility into its growth and day-to-day operations.

• Future-Proof Architecture: The React + AWS stack ensures that as the marketplace scales and AI scanning volume increases, the dashboard will remain secure, performant, and reliable.

• Upcoming Integrations: We are actively rolling out advanced AI monitoring, automated payment systems, and deeper analytics modules to further empower the administrative team.

"Great enterprise design isn't just about looking clean; it's about making complex data actionable and empowering admins to make fast, informed decisions."

Customer Support

• Support Tickets

• Complaint Management

• Refund Disputes

• User Feedback Tracking

  

Subscription Management

• Guest Users

• Gold Members

• Diamond Members

• Plan Monitoring

• Subscription Analytics