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What is WhyLabs?

Elevate your observability framework to quickly pinpoint challenges in data and machine learning, enabling continuous improvements while averting costly issues. Start with reliable data by persistently observing data-in-motion to identify quality problems. Effectively recognize shifts in both data and models, and acknowledge differences between training and serving datasets to facilitate timely retraining. Regularly monitor key performance indicators to detect any decline in model precision. It is essential to identify and address hazardous behaviors in generative AI applications to safeguard against data breaches and shield these systems from potential cyber threats. Encourage advancements in AI applications through user input, thorough oversight, and teamwork across various departments. By employing specialized agents, you can integrate solutions in a matter of minutes, allowing for the assessment of raw data without the necessity of relocation or duplication, thus ensuring both confidentiality and security. Leverage the WhyLabs SaaS Platform for diverse applications, utilizing a proprietary integration that preserves privacy and is secure for use in both the healthcare and banking industries, making it an adaptable option for sensitive settings. Moreover, this strategy not only optimizes workflows but also amplifies overall operational efficacy, leading to more robust system performance. In conclusion, integrating such observability measures can greatly enhance the resilience of AI applications against emerging challenges.

What is IBM Guardium AI Security?

Regularly assess and address vulnerabilities associated with AI data, models, and application usage utilizing IBM Guardium AI Security, which offers continuous and automated monitoring for AI deployments. The platform detects security weaknesses and configuration errors while overseeing the security interactions among users, models, data, and applications. This capability is part of the IBM Guardium Data Security Center, which aims to improve collaboration between security and AI teams by providing streamlined workflows, a consolidated view of data assets, and centralized compliance guidelines. Guardium AI Security pinpoints the specific AI model associated with each deployment, detailing the interactions among data, models, and applications involved. Moreover, it reveals all applications that interact with the model, enabling users to evaluate vulnerabilities in the model, its underlying data, and the applications involved. Each identified vulnerability is assigned a criticality score, which aids in the efficient prioritization of remediation actions. Additionally, users have the capability to export the list of vulnerabilities for detailed reporting, ensuring that all relevant stakeholders are kept informed and coordinated on security initiatives. This proactive strategy not only fortifies security measures but also cultivates a culture of vigilance and proactive response within the organization, ultimately enhancing overall resilience against potential threats.

Media

Media

Integrations Supported

Amazon SageMaker
Azure Marketplace
Flask
IBM Guardium
Python
UbiOps

Integrations Supported

Amazon SageMaker
Azure Marketplace
Flask
IBM Guardium
Python
UbiOps

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

WhyLabs

Date Founded

2019

Company Location

United States

Company Website

whylabs.ai/

Company Facts

Organization Name

IBM

Date Founded

1911

Company Location

United States

Company Website

www.ibm.com/products/guardium-ai-security

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Categories and Features

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