AI ディレクトリ : AI Analytics Assistant, AI Monitor & Report Builder
What is WhyLabs AI Observability Platform?
The WhyLabs AI Observability Platform is a cloud-agnostic solution that enables MLOps by providing model monitoring and data monitoring capabilities. It supports monitoring of any type of data at any scale. The platform helps detect data and machine learning (ML) issues faster, delivers continuous improvements, and prevents costly incidents.
How to use WhyLabs AI Observability Platform?
To use the WhyLabs AI Observability Platform, you need to integrate the purpose-built agents with your existing data pipelines and multi-cloud architectures. The platform provides secure integration with built-in agents that analyze raw data without moving or duplicating it, ensuring data privacy and security. You can then continuously monitor your predictive models, generative models, data pipelines, and feature stores using the integrated agents. The platform also supports monitoring of structured or unstructured data by running whylogs on your data and uploading the logs to the platform.
WhyLabs AI Observability Platform's Core Features
Model and data health monitoring
Continuous monitoring for model input and output drift
Identification of training-serving skew
Improvement of AI performance by identifying the best model candidate and reliable features
Traceability of cohorts that contribute to model performance and introduce bias
Proactive resolution of data quality issues in feature pipelines and feature stores
LLM (Language and Learning Models) security for self-hosted and proprietary LLM APIs
Inline actions to protect against prompts with malicious intent and abuse risk
Protection against OWASP Top 10 vulnerabilities, such as prompt injections and data leakage
Continuous evaluation of LLM prompts and responses to ensure a positive user experience
Enterprise-grade features, including RBAC, SAML SSO, API controls, and advanced trigger and notification configurations
Security compliance (SOC 2 Type 2)
Hybrid SaaS deployment model for highly confidential models
Root cause analysis tools for issue investigation
Powerful monitoring algorithms for intelligent baseline and seasonal monitors
Seamless integration with existing pipelines and tools
WhyLabs AI Observability Platform's Use Cases
Financial Services: Safeguard financial services businesses from the risks of AI bias and opaqueness
Logistics & Manufacturing: Ensure AI continuously delivers an advantage to logistics and manufacturing businesses
Retail & E-commerce: Optimize retail business decisions and ensure accurate and reliable models
Healthcare: Monitor AI systems used in healthcare to ensure reliability, compliance, and patient safety
WhyLabs AI Observability Platform Support Email & Customer service contact & Refund contact etc.
More Contact, visit the contact us page(https://whylabs.ai/contact-us#form)
WhyLabs AI Observability Platform Company
WhyLabs AI Observability Platform Company name: WhyLabs, Inc. .
More about WhyLabs AI Observability Platform, Please visit the about us page(https://whylabs.ai/about).
WhyLabs AI Observability Platform Login
WhyLabs AI Observability Platform Login Link: https://hub.whylabsapp.com
WhyLabs AI Observability Platform Sign up
WhyLabs AI Observability Platform Sign up Link: https://hub.whylabsapp.com/signup
WhyLabs AI Observability Platform Pricing
WhyLabs AI Observability Platform Pricing Link: https://whylabs.ai/pricing
WhyLabs AI Observability Platform Youtube
WhyLabs AI Observability Platform Youtube Link: https://www.youtube.com/channel/UC9lRj988vfMTuUryc0JMPvA
WhyLabs AI Observability Platform Linkedin
WhyLabs AI Observability Platform Linkedin Link: https://www.linkedin.com/company/whylabsai
WhyLabs AI Observability Platform Twitter
WhyLabs AI Observability Platform Twitter Link: https://twitter.com/whylabs
WhyLabs AI Observability Platform Github
WhyLabs AI Observability Platform Github Link: https://github.com/whylabs
FAQ from WhyLabs AI Observability Platform
What is WhyLabs AI Observability Platform?
The WhyLabs AI Observability Platform is a cloud-agnostic solution that enables MLOps by providing model monitoring and data monitoring capabilities. It supports monitoring of any type of data at any scale. The platform helps detect data and machine learning (ML) issues faster, delivers continuous improvements, and prevents costly incidents.
How to use WhyLabs AI Observability Platform?
To use the WhyLabs AI Observability Platform, you need to integrate the purpose-built agents with your existing data pipelines and multi-cloud architectures. The platform provides secure integration with built-in agents that analyze raw data without moving or duplicating it, ensuring data privacy and security. You can then continuously monitor your predictive models, generative models, data pipelines, and feature stores using the integrated agents. The platform also supports monitoring of structured or unstructured data by running whylogs on your data and uploading the logs to the platform.
What types of data can be monitored with the WhyLabs AI Observability Platform?
The WhyLabs AI Observability Platform can monitor any type of data, whether structured or unstructured.
Is the WhyLabs AI Observability Platform compatible with multi-cloud architectures?
Yes, the platform is cloud-agnostic and can seamlessly integrate with multi-cloud architectures.
Does the WhyLabs AI Observability Platform support monitoring of language and learning models (LLMs)?
Yes, the platform provides LLM security and monitoring capabilities to implement guardrails, evaluations, and observability for LLMs.
Is the WhyLabs AI Observability Platform compliant with security standards?
Yes, the platform is SOC 2 Type 2 compliant and has been approved by security teams at healthcare companies and banks.
Can the WhyLabs AI Observability Platform handle large amounts of data?
Yes, the platform can process massive amounts of data and provide real-time actionable insights in minutes.