At Keto MR, we go beyond collecting data — we protect its integrity. Our advanced fraud detection and validation framework combines technology, automation, and behavioral intelligence to ensure that every dataset reflects genuine human insight.

Real-Time Monitoring & Behaviour Analysis

We continuously track respondent activity to detect unusual patterns or automated behavior, ensuring your data stays clean and authentic.

Smart Duplicate & Authenticity Checks

Powerful algorithms identify and remove duplicates while validating users against logical, demographic, and behavioral benchmarks.

Automated Fraud Detection

Machine learning models analyze IPs, device data, and browsing patterns to instantly flag suspicious activity — from VPN use to bot behavior.

Unique Device Tracking

Our system monitors device fingerprints, screen resolution, and OS data to prevent multiple submissions from the same participant.

Quality Screening in Real Time

Dynamic filters verify demographic fit and response quality before data enters your study, maintaining sample accuracy.

Multi-Layer Authentication

IP and device fingerprinting, behavioral analysis, and CAPTCHA verification ensure that every respondent is a real person — not a script.

Geo & Identity Verification

Postcode and IP validation confirm that participants match your target geography and audience profile.

AI-Powered Fraud Prevention

Integrated fraud detection services like FraudCop automatically block or flag suspicious users, while a real-time blacklist protects future studies.

Your Data, Verified at Every Step

From real-time monitoring to advanced machine learning detection, Vedia Ratna ensures that every dataset you receive is accurate, consistent, and trustworthy — empowering you to make confident, data-driven decisions.