WhyLabs AI Observatory
4.7
5

Not Claimed

WhyLabs is an AI observability platform that helps monitor machine learning models in production to prevent model performance degradation. It helps data scientists and machine learning engineers to monitor ML applications and data pipelines, resolve data quality issues, data bias, and concept drift. The platform reduces model failures, avoids downtime, and ensures customers get the best user experience. WhyLabs offers out-of-the-box anomaly detection and purpose-built visualizations, eliminating the need for manual troubleshooting and reducing operational costs.
Category
AIGC、HR、Collaboration & Productivity、Analytics、Marketing、CRM、Security、Commerce、Content Management、Development、ERP
Suitable for enterprise
Freelance、SMEs、Startups、Enterprises、Agencies、Personal
HQ Location
Seattle, WA
Year Founded
2018
Number of Employees
47
Twitter
Strengths
  • Automated data monitoring

    WhyLabs AI Observatory provides automated data monitoring to detect anomalies and drifts in real-time.

  • Easy integration

    WhyLabs AI Observatory can be easily integrated with existing data pipelines and tools.

  • Collaboration features

    WhyLabs AI Observatory offers collaboration features to enable teams to work together on data monitoring and analysis.

Weaknesses
  • Limited data source support

    WhyLabs AI Observatory currently supports a limited number of data sources.

  • Limited customization options

    WhyLabs AI Observatory has limited customization options for data monitoring and analysis.

  • Limited machine learning capabilities

    WhyLabs AI Observatory has limited machine learning capabilities compared to other AI monitoring tools.

Opportunities
  • WhyLabs AI Observatory can expand its data source support to attract more customers.
  • WhyLabs AI Observatory can add more customization options to meet the specific needs of different customers.
  • WhyLabs AI Observatory can expand its machine learning capabilities to compete with other AI monitoring tools.
Threats
  • WhyLabs AI Observatory faces competition from established AI monitoring tools with more features and capabilities.
  • WhyLabs AI Observatory may struggle to keep up with evolving customer needs and preferences.
  • WhyLabs AI Observatory may face data privacy concerns from customers and regulatory bodies.

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WhyLabs AI Observatory Plan

WhyLabs AI Observatory offers a free version with limited features and a paid version starting at $1,000/month with advanced features.
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