Company Overview

NodeX8 AI was founded around a simple observation: enterprises were deploying AI systems worth billions, yet they couldn't explain how those systems made decisions.

Our founders — veterans of a successful AI analytics venture and academics with deep expertise in machine learning and governance research — saw banks struggle with regulatory audits, insurance companies face discrimination lawsuits, and healthcare providers lose trust when AI recommendations failed without explanation.

Traditional monitoring tools tracked uptime and latency. But they missed what mattered: Silent Logic Decay—when models maintain accuracy while their internal logic drifts toward bias, non-compliance, or instability.

We built Claris to solve this. A Glass Box monitoring platform that treats model logic integrity as a first-class production requirement. Real-time XAI consensus, predictive drift detection, and automated fairness testing—packaged for enterprises, not just research labs.