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AI Review Pipeline
Every submission passes through our AI review pipeline before approval. This ensures quality, accuracy, and compliance with mission requirements.
- Image quality assessment (sharpness, exposure, composition)
- GPS verification against mission geofence
- Timestamp validation within mission window
- Required angle and element detection
- Duplicate and resubmission detection
Fraud Detection
Our fraud detection systems monitor for suspicious patterns that may indicate coordinated abuse, account compromise, or other malicious activity.
- Device fingerprinting and anomaly detection
- Behavioural analysis (typing patterns, interaction timing)
- Location impossibility detection
- Collusion detection across multiple accounts
- Real-time risk scoring for every submission
Human Review
AI handles the majority of cases, but human reviewers step in for edge cases, disputes, and high-value missions.
- Escalation on low-confidence AI decisions
- Appeal review for rejected submissions
- Random sampling for quality assurance
- Specialist review for complex mission types