Economic Loop Detector

Choose this endpoint when you need to identify economic loop patterns — such as self-transactions or reciprocal payment cycles — in agent or human transaction networks, especially when it is critical not to conflate statistical correlation with actual fraudulent looping. Prefer this over generic fraud-detection APIs when the use case involves multi-agent economies, autonomous payment systems, or audit trails where false positives on correlated transactions would be harmful.

• Empty or malformed transaction input returns a validation error
• Insufficient transaction history may yield low-confidence or no detected patterns
• Highly obfuscated loop structures with many intermediaries may be missed
• Ambiguous correlation vs. causation cases may produce inconclusive classifications