Integrity Architecture

How Flair Works

Flair is a next-generation remote proctoring platform designed to ensure fair, cheat-resistant examinations using real-time browser security, computer vision, and secure evidence storage.

1. System Readiness Verification

Before an exam begins, candidates undergo a structured technical check ensuring their camera, microphone, screen-sharing, and network meet proctoring standards.

2. Continuous Environmental AI Monitoring

During the assessment, AI monitors the candidate's environment in real-time. Flags are captured with encrypted visual snapshots for suspicious activities like looking away, multiple faces, mobile devices, or window focus losses.

3. Real-Time Proctor Supervision & Google Drive Archive

Administrators supervise candidates through a live telemetry dashboard, receive immediate violation alerts, review snapshot evidence stored in Google Drive Cloud Vault, and can pause or message test-takers on the fly.