Cortex Certifai
Cortex Certifai
By Cognitive Scale 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.
Software version
1.3
Delivery method
Operator
Rating
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
Pricing summary
Plans starting at
Up to 8 Cores
Automates data, model vulnerability and risk mitigation
Generates Unique AI Trust Index
Specific reporting for all key stakeholders
Additional resources
Want more product information? Explore detailed information about using this product and where to find additional help.
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).
COMPANY INFORMATION
Cortex Certifai
Visit the homepage of the software provider.
Reviews
Read what others are saying about this product in our review section.
A
Anonymous
Review source: OrganicReview source: OrganicNot ratedMar 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: OrganicNot ratedMar 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.
Bolaji B.
Geophysicist, Data Scientist/Analyst/Engineer, Financial Mathematician, Writer.,
Review source: Invitation from G2 on behalf of a vendor or affiliateReview source: Invitation from G2 on behalf of a vendor or affiliateNot ratedJul 15, 2020"It was really good!"
What do you like best?
I loved that I could use it easily on projects. It saved me a lot of energy, time and effort.
What do you dislike?
i had so issues with the setup. Not so beginner friendly
Recommendations to others considering the product:
Take your time to understand it. It helps a lot
What problems are you solving with the product? What benefits have you realized?
Python projects basically. Working on detecting rumors on social media. Its been going well so far.
Wesley R.
Technical Consultant and Machine Learning Engineer with Healthcare and education experience
Review source: Invitation from G2 on behalf of a seller or affiliateReview source: Invitation from G2 on behalf of a seller or affiliateNot ratedJul 21, 2020"Great experience"
What do you like best?
I liked the simplified instructions and the knowledge of the product and use cases during the demo was great
What do you dislike?
I think there are other features I would like to see like how does it handle time series data projects and api integrations with google cloud and things like iot fleets
Recommendations to others considering the product:
Get a demo and ask lots of questions of presenter/rep
What problems are you solving with the product? What benefits have you realized?
I was demoing it and really enjoyed it