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Finding Claude

Finding Claude

This investigation documents discrepancies discovered between Claude 4 models accessed via API services and those accessed via the web UI. The findings raise questions about service delivery and transparency with AI providers.

Featured Case Studies

Popular Use Cases

Ad Tech
Use case 16 Jul, 2025

Ad Tech

Anomify delivers real-time anomaly detection for ad-tech, boosting ad ops with accurate alerts to prevent revenue loss and minimize blind spots.

Betting / Gaming
Use case 16 Jul, 2025

Betting / Gaming

Anomify delivers real-time anomaly detection for gaming, helping operators spot fraud, exploits, and system threats while reducing false alerts.

Defence
Use case 16 Jul, 2025

Defence

Anomify can deliver real-time anomaly detection for defence, to ensure rapid incident response and secure, noise-free monitoring of critical systems.