Prepackaged Solution
Black Box
Decoder
The Black Box Decoder makes the results and decisions of algorithms transparent and comprehensible, turning your AI solution into a smart, trustworthy assistant that supports you with data-driven decision-making.
Creating trust in AI through explainable decisions
Making AI systems explainable and transparent
Decision-makers seek data-driven solutions that are both reliable and comprehensible. The Black Box Decoder by statworx sheds light on the complexities of AI systems: it makes decisions transparent and presents results in an understandable manner. This empowers users to explore AI decisions according to their individual needs and questions: Why did the AI system make suggestion X? Why do I get result Y when I change a variable? The Black Box Decoder answers these and many similar questions by applying the appropriate method from the Explainable AI (XAI) toolbox.
Explainable AI, or XAI, is a young field of research. It includes tools and frameworks that help understand and interpret predictions made by machine learning and AI models. Our flexible and adaptive approach ensures that the Black Box Decoder dynamically responds to user inputs to provide tailored explanations. This builds trust among users, increases their willingness to use the system, and thus promotes data-driven decision-making.
Key benefits
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Confirm predictions
Confirm the plausibility and reliability of AI predictions to make informed data-driven decisions.
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Increase adoption
Increase the adoption of AI through meaningful and engaging explanations instead of abstract numbers and calculations.
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Increase trust in AI
Increase trust in your AI systems through transparent processes and an understandable decision logic.
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Perform scenario analyses
Simulate changes in important variables and analyze how the AI predictions change. Use this to plan future scenarios and increase trust in the AI outputs.
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Plan with (un)certainty
Quantify risks and make informed decisions. Explainable AI adds confidence estimates and intervals to each predictions.
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Visualize and simplify explanations
Use visual or text-based explanations to understand the AI’s decision logic more quickly and intuitively.
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Use modern AI techniques
Benefit from state-of-the-art algorithms for Explainable AI integrated with GPT language models for an optimized user experience.
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Explore AI in a playful manner
Explore AI predictions interactively to develop an intuition for the AI’s decision logic, strengths, and weaknesses.
Demo
Packages
Decode your AI Black Boxes, gain clarity and build trust in artificial intelligence with our Decoder. Get quick and clear explanations to empower transparent decision-making processes all in your infrastructure, with your models and your corporate design.
Use Cases
Interested in a Black Box Decoder?
If you are interested in a black box decoder or would simply like to explore the potential of the technology for your company, we would be delighted to get in touch with you.
