Nexus Forensics provides an independent, AI-powered 'black box recorder' for enterprise AI models, capturing all intermediate reasoning steps, model inputs, outputs, and confidence scores. This creates a tamper-proof, external observability layer crucial for debugging, auditing, and establishing causality in complex AI workflows, especially for models whose internal state is otherwise opaque or proprietary.
The increasing complexity and black-box nature of commercial AI models deployed in enterprise settings create trust and debugging challenges. Advances in real-time processing and efficient data logging, coupled with demand for model explainability and compliance, make an independent, verifiable record necessary and feasible.
Enterprises using black-box or third-party AI models for critical functions (finance, healthcare, manufacturing), regulatory bodies, and AI insurance providers.
Subscription per monitored AI model or per data volume logged, with enterprise tiers for on-premise deployments and custom integration support.