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Understand Your Model

Explore global explanations, feature relevance, and example-based methods for insightful model interpretation.

Understanding Stratoshield

We specialize in global explanations, feature relevance, and example-based interpretability for enhanced model understanding and transparency.

A model with a shaved head and glowing skin is centered in the image, wearing striking makeup with vibrant colors around the eyes, including red and yellow eyelids with precise eyeliner. The background features soft, colorful bokeh lights in shades of blue, orange, and green, creating an artistic and dreamy effect.
A model with a shaved head and glowing skin is centered in the image, wearing striking makeup with vibrant colors around the eyes, including red and yellow eyelids with precise eyeliner. The background features soft, colorful bokeh lights in shades of blue, orange, and green, creating an artistic and dreamy effect.
A computer screen displaying a webpage about ChatGPT, focusing on optimizing language models for dialogue. The webpage has text describing the model and includes the OpenAI logo. The background is green with some purple graphical elements on the side.
A computer screen displaying a webpage about ChatGPT, focusing on optimizing language models for dialogue. The webpage has text describing the model and includes the OpenAI logo. The background is green with some purple graphical elements on the side.

Explainable AI Solutions

We provide global explanations, feature relevance scores, and example-based interpretability for your AI models.

Feature Relevance Scores

Understand the importance of each feature in your model's predictions through our scoring system.

A detailed view of a model seaplane featuring military insignia and camouflage coloring is displayed. The aircraft is positioned on a reflective surface, suggesting a water setting. The focus highlights intricate details such as the cockpit and markings.
A detailed view of a model seaplane featuring military insignia and camouflage coloring is displayed. The aircraft is positioned on a reflective surface, suggesting a water setting. The focus highlights intricate details such as the cockpit and markings.
Example-Based Interpretability

Select specific instances to explain your model's behavior, enhancing understanding and trust in AI.

Our approach focuses on model-agnostic methods to ensure clarity and transparency in AI predictions.

Global Explanations
A model of a character in a yellow-orange uniform with a black collar and an insignia badge on the chest. The model has short dark hair and is positioned in focus. In the background, another character appears out of focus, wearing a blue uniform and also with dark hair.
A model of a character in a yellow-orange uniform with a black collar and an insignia badge on the chest. The model has short dark hair and is positioned in focus. In the background, another character appears out of focus, wearing a blue uniform and also with dark hair.
A laptop screen displaying the OpenAI logo and text. The laptop keyboard is visible below, with keys illuminated in a dimly lit environment.
A laptop screen displaying the OpenAI logo and text. The laptop keyboard is visible below, with keys illuminated in a dimly lit environment.