Cortex Certifai
By CognitiveScale Inc
Certified enterprise ready
Gain visibility and control over automated decisions by managing the risk and optimizing the value of black-box AI models. Certifai automatically detects and scores model risks including performance, data drift, bias, explainability, and robustness.
About certification
Trust is the foundation of digital systems. Without trust, AI cannot deliver on its potential value. However, machine learning models often function inside black-boxes. This has resulted in significant business risks that hampers Enterprise AI adoption. Cortex Certifai detects and scores 6 dimensions of AI business risk: performance, bias/fairness, explainability, robustness, compliance, and data drift.
Automates Data and Model Vulnerability Detection
Certifai takes the guesswork out of understanding risk and vulnerability in AI models by automatically probing the model and testing edge cases. Certifai does not need access to the model's internal code to evaluate it. Cortex Certifai will ensure your AI systems are: - Robust and cannot be fooled - Fair and unbiased toward protected groups - Explainable through clear rationale of AI predictions
Generates Unique AI Trust Index
Certifai generates a numeric score based on key elements of trust. It helps businesses assess the tradeoffs and typical contention between risk and performance. Stakeholders can drill into each evaluation to identify potential improvements. Certifai considers AI risks such as: fairness/bias, robustness, explainability, and key performance metrics like accuracy, precision, or recall.
Provides Reporting for Key Stakeholders
Certifai helps key stakeholders engage in building trusted AI with unique reporting for: - Data science teams - IT experts - Product and marketing executives - Customers and employees - Compliance and risk executives
Additional resources
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Provider info
Cortex Certifai
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Documentation
Getting started
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Documentation
Readme
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Help
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Community
Cortex Certifai Overview
High Level Overview of Benefits of Cortex Certifai
Community
How to Build AI You Can Trust and Why It Matters
Brief eBook on the benefits of Trusted AI for Your Business
Documentation
A Brief Primer on the Certifai App for Data Scientists
Certifai is a risk assessment tool that repeatedly probes a predictive model M in terms of its input-output behavior and provides anevaluation of model risk along 3 dimensions:1 Robustness (R), Explainability (E) and Fairness/Bias (F).
Reviews
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A
Anonymous
Review source: OrganicReview source: Organic(0)Mar 12, 2020"I'm playing data scientist role and Deep learning engineer."
What do you like best?
As per data analysis looking normal way compare to all comparative tools.
What do you dislike?
Need to develop ML part and writing custome script side
What problems are you solving with the product? What benefits have you realized?
No issue I have seen. Need to provide some deep learning integration API's like H2o.AI
A
Anonymous
Review source: OrganicReview source: Organic(0)Mar 31, 2020"AI Data Science"
What do you like best?
I liked it as AI can be used in daily life and can solve business problems for financial, healthcare and digital commerce markets.
What do you dislike?
I haven't found anything that i won't like.
What problems are you solving with the product? What benefits have you realized?
Recently I heard regarding this software. I would like to use in future.