Orinyx
The Hallucination Guard for Clinical AI
Orinyx launched on August 8, 2026 with 2 votes, #5,788 of 23,274 launches that month.
What it does
Orinyx sits between any clinical AI tool and the patient record and catches what the AI gets wrong, in real time, before the doctor signs. Our pilot verifies medication recommendations against FDA labeling, clinical pharmacology, and federal safety guidance.
Independent verification for healthcare AI. Test AI agents on synthetic data, investigate failures, check the evidence. The free Orinyx MCP opens Oct 29.
AI systems can complete tasks while producing inaccurate results, missing critical information, or relying on unsupported claims. Orinyx is building independent verification tools that help developers test AI behavior, investigate failures, and examine the evidence behind their systems' outputs. Designed for developers testing AI agents using synthetic data. Our approach combines independent testing, specialized verification agents, and evidence-backed reporting. Accessible AI agent verification with synthetic data, essential testing capabilities, and structured findings. An advanced verification platform for healthcare AI products, with integrated testing, expanded evaluation capabilities,…from orinyx.io
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