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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 OneTrust Data & AI Governance?

OneTrust provides a holistic Data & AI Governance solution that unifies insights from various sources, including data, metadata, models, and risk assessments, to develop and execute robust policies for data and artificial intelligence. This platform not only accelerates the approval workflow for data products and AI systems, promoting quicker innovation, but also assures business continuity through continuous monitoring of these systems, which aids in maintaining compliance with regulations and effectively managing risks while reducing application downtime. By centralizing the creation and enforcement of data policies, it makes compliance processes easier for organizations. Additionally, the solution incorporates vital features such as systematic scanning, classification, and tagging of sensitive data, ensuring comprehensive governance across both structured and unstructured data environments. It also promotes responsible data usage by implementing role-based access controls in a solid governance framework, which ultimately improves the integrity and oversight of data management practices. Moreover, this solution provides organizations with the tools needed to adapt to evolving regulations, ensuring that they remain proactive in their governance efforts.

Media

Media

Integrations Supported

Amazon S3
Amazon SageMaker
CloudNuro
Databricks Data Intelligence Platform
Flask
Google Drive
Microsoft Exchange
Microsoft OneDrive
Microsoft SharePoint
OneTrust Tech Risk and Compliance
Python
Rayven
SAP Cloud Platform
SAP ERP
SAP HANA
SQL Server
Salesforce
Snowflake
UbiOps

Integrations Supported

Amazon S3
Amazon SageMaker
CloudNuro
Databricks Data Intelligence Platform
Flask
Google Drive
Microsoft Exchange
Microsoft OneDrive
Microsoft SharePoint
OneTrust Tech Risk and Compliance
Python
Rayven
SAP Cloud Platform
SAP ERP
SAP HANA
SQL Server
Salesforce
Snowflake
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

OneTrust

Date Founded

2016

Company Location

United States

Company Website

www.onetrust.com/solutions/data-and-ai-governance/

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

Data Governance

Access Control
Data Discovery
Data Mapping
Data Profiling
Deletion Management
Email Management
Policy Management
Process Management
Roles Management
Storage Management

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