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Case StudiesCalibr8 AI Quality Assurance
Eliminate survey fraud with industry-leading AI detection.
Key Features
Every response verified through multiple AI-powered quality layers for authentic insights.
AI Fraud Detection
Machine learning analyzes response patterns, timing, device fingerprints, and geolocation for real-time fraud prevention.
Behavioral Analysis
Compare responses against behavioral norms to identify straight-lining, speeding, and disengaged participation.
Metadata Evaluation
Cross-reference devices, IP addresses, and session behavior to detect duplicates and automated responses.
Text Validation
AI analyzes open-ended responses for relevance, authenticity, and human-generated content detection.
Use Cases
Quick surveys. Instant rewards. A community that values your time.
Brand Research
Protect multi-million decisions with authentic consumer feedback.
Financial Compliance
Meet regulatory requirements with bank-grade validation.
Healthcare Studies
Publication-quality data for clinical and medical research.
Academic Research
Research integrity for peer-reviewed publications.