Recruit Right Ai

Background Verification AI Agent

🚀 Introduction

Recruit Right is an AI-powered background verification system designed to automate and accelerate the hiring process. It helps HR teams verify employment history, educational qualifications, location, criminal records, and provident fund (PF) details—reducing manual effort and ensuring trust.

❗ Problem Statement

Manual background checks are slow, error-prone, and resource-heavy. Recruit Right solves this by offering a smart, automated solution that increases accuracy, efficiency, and reliability in hiring.

🎯 Objectives

The system aims to:

• Verify Employment History

• Validate Educational Qualifications

• Confirm Location using geo-verification

• Check Criminal Records (if permitted)

• Verify PF Contributions (where accessible)

⚙️ Core Features

• 📄 Resume Parsing using NLP

• 🧾 Employment & Education Verification

• 📍 Location Check via official records

• ⚖️ Criminal Background Screening

• 🧾 PF Verification

• 📊 Automated Report Generation with confidence scores

🧪 Functional Requirements

• Accept resumes in PDF, DOCX formats

• Use AI/ML algorithms for processing

• API integrations for verification

• Dashboard for HR access

• Ensure secure data handling & privacy compliance

🛠️ Tech Stack

• AI/NLP: Gemini, LangChain, CrewAI

• Database: PostgreSQL

• Frontend: HTML, CSS, JavaScript, React

• Backend: Python, Flask

🧭 User Workflow

1. Resume Upload

2. Data Extraction via NLP

3. Automated Checks via APIs

4. AI-based Analysis

5. Final Report Generation

📈 Success Metrics

• ⏱️ 50% faster verification process

• 🎯 95%+ verification accuracy

• 🔌 3+ third-party API integrations

✅ Conclusion

Recruit Right empowers HR teams with accurate, fast, and AI-driven background verification—making hiring smarter, safer, and more efficient.