Enterprise Solutions

Neural Analysis

Understanding AI

We are here to help you understand.

View Single Token View Neuron Constellations

Neural Artifacts

Understanding models from the inside.

In the early days of nFOX, we built tools to understand how LLMs behave inside the model, not just at the output layer. Those tools became part of how we help customers inspect, evaluate, and reason about what their models are doing internally.

01 Why do some neurons rarely or never activate?
02 Which neurons respond to domain-specific terms?
03 Can we reduce the influence of noisy or risky activation patterns?
04 Can we amplify signals that matter to a specific workload?

Neuron-level analysis is part of the larger journey toward understanding AI systems with evidence, not guesswork. We are building nFOX to help teams see deeper, ask better questions, and operate private AI with more confidence.

Talk to nFOX

Discuss neural analysis for your models.

Share a few details and we will follow up about applying neural analysis to model behavior, posture, and deployment readiness.