NeuronLens

Making AI Explainable, Safe, and Profitable

Our mission is to decode the hidden logic of AI, turning opaque black boxes into glass boxes you can trust. Through research and engineering, we create tools that expose, test, and align AI systems for safe and confident use.

🔑 Product Pillars

Our comprehensive suite of AI interpretability solutions designed to make AI systems transparent, safe, and profitable across financial markets and enterprise applications.

Audit & Assurance

Explain and stress-test AI workflows.
  • • Model decision audit trails (layer-wise & feature-wise)
  • • Stress tests vs. regulatory standards
  • • "Before vs. After" black box → explained visualizations
  • • Exportable compliance reports (PDF/Excel)

Trading Signals

Get actionable signals from AI for trading decisions.
  • • Multi-asset buy/sell/hold signals
  • • Sentiment + fundamentals + technicals correlation
  • • Backtesting with in/out-of-sample validation
  • • Signal cards showing rationale, not just numbers

Interpretability-as-a-Service

AI toolkit for training, labeling, and steering.
  • • Upload model, auto-train domain-specific features
  • • Feature discovery + clustering + labeling
  • • Steering interface for nudging outputs in real time
  • • Dashboard with live circuit tracing & "before vs. after" views

Research & Case Studies

Cutting-edge research in AI interpretability for enterprise compliance, regulatory requirements, and transparent AI systems.

Input Features
Interpretable Outputs

What happens during finetuning?

NeuronLens Research Team

September 2025

How to train a good Sparse Autoencoder

NeuronLens Research Team

June 2025

Can AI trade like Warren Buffet?

NeuronLens Research Team

June 2022

Ready to explore the future of AI interpretability?

Join us in building safer, more transparent AI systems through cutting-edge research and development.

Contact Us

Get in touch with our team to learn more about NeuronLens

Access Our Applications

Discover and use our suite of AI-powered applications designed to enhance your workflow and productivity.