Debugging, Testing and Validation for ML

Don't let your ML projects be part of the 90% that never make it to production

Zetane Workflow

Reduce frustration

Solve problems with unprecedented accuracy

Dive in your ML model to inspect the internal tensors, layer outputs, feature maps, weights, biases, and architecture. Save valuable hours and weeks by eliminating much guesswork and focusing on what matters most to achieve the performance you seek.

VALIDATION OPERATIONS MANAGERS WILL TRUST

Demonstrate the quality and robustness of your ML solutions

Analyse the outliers and operational test data to assess the operational boundaries of your ML solution. Conduct rigorous testing and evaluation of ML models to demonstrate to operational stakeholders that your team identified and mitigated all known risks.

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HUMAN UNDERSTANDABLE DEMOS BUSINESS LEADERS WILL LOVE

Link your AI solution to operational needs

Few people in industry understand machine learning. This leads to many misconceptions that result in AI projects that remain incomplete. With Zetane, you can make human-understandable demonstrations of your AI solution that all stakeholders will understand. This will drive collaboration, buy-in and ensure you receive feedback early on to ensure the success of your project.

What can I inspect inside my models?

Everything. All components of the model architecture, all the internal tensors, each layer output, feature maps, weights, biases, values and operator attributes.

Trusted By

Zetane is the solution of choice for accelerating progress and getting your projects approved, funded and deployed.
Construction
Defense
Medical
Aviation Safety
Forestry
Safety
Energy

A must-have platform to support certification of ANNs-based machine learning models and ensure adoption in critical systems (...) where decisions are questioned.

Freddy Lécué, Chief AI Scientist, Thales Group

Complete your AI projects faster

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