AI Validation Dashboard
Cut manual review time by 50%+ using AI-assisted workflows.
# Description
Created an AI-powered validation dashboard that streamlines content review processes, reducing manual review time by over 50% while maintaining high accuracy standards.
# Tech Stack
- React frontend with real-time validation UI
- Node.js backend for orchestrating AI workflows
- MongoDB for tracking validation history and metrics
- OpenAI integration for content analysis
- Batch processing with priority queues
# Problem
The operations team spent hours daily manually reviewing and validating content submissions. This created bottlenecks, delayed approvals, and limited throughput during peak periods.
# Solution
Designed and built a React dashboard integrated with OpenAI for automated content validation. The system pre-screens submissions, flags potential issues, and provides suggested corrections, allowing human reviewers to focus only on edge cases.
# Results
Reduced average review time per item from 5 minutes to under 2 minutes. Increased daily processing capacity from 100 to 250+ items. Improved consistency in validation decisions across the team.