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WhyLabs

Monitor and secure AI systems with real-time observability

Monthly Visits: 19.5K
Freemium
Free Version
API Available
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WhyLabs

What is WhyLabs?

WhyLabs helps organizations maintain reliable AI systems by tracking model performance and data quality. It detects issues like data drift and security risks in Large Language Models (LLMs), giving teams actionable insights to prevent failures. Particularly valuable for regulated industries like healthcare and finance that need audit-ready AI operations.

Key Features of WhyLabs

  1. 1

    LLM Guardrails

    Monitor prompts/responses to prevent harmful AI outputs

  2. 2

    Anomaly Detection

    Identify data drift and model degradation automatically

  3. 3

    Open-Source Core

    whylogs library for privacy-preserving data logging

  4. 4

    Multi-Model Support

    Monitor traditional ML and LLMs in one platform

WhyLabs AI Tool Use Cases

  • πŸ”’
    Secure generative AI applications
  • πŸ“ˆ
    Monitor production ML models
  • πŸ“Š
    Track data pipeline quality
  • πŸ›‘οΈ
    Ensure regulatory compliance
  • πŸ”
    Debug model performance issues

FAQs from WhyLabs

How does WhyLabs differ from general monitoring tools?

Specializes in AI/ML-specific metrics like data drift and LLM security, with native integrations for ML pipelines

Can I use the open-source components without the platform?

Yes, whylogs and LangKit can be used independently for data logging and LLM monitoring

Does WhyLabs support on-premise deployment?

Enterprise plan offers private cloud and on-prem options

Pros & Cons of WhyLabs

Pros (4)

  • Open-source foundation (whylogs) with enterprise extensions
  • Specialized LLM security features beyond basic monitoring
  • Proven in Fortune 500 deployments across industries
  • Integrates with existing ML infrastructure

Cons (3)

  • Steep learning curve for non-enterprise users
  • Advanced features require technical setup
  • Pricing transparency limited for small teams

WhyLabs's Pricing Plans

Free

monthly
$0

Features

  • Basic monitoring
  • whylogs integration
  • Community support

Enterprise

monthly/annual
Custom

Features

  • Advanced LLM security
  • SLA-backed support
  • Role-based access control
  • Audit logging
For the latest pricing info, pleaseΒ visit the official website

More Info About WhyLabs

Who is using whylabs?

This tool is best for:

  1. MLOps engineers
  2. AI security teams
  3. Data science managers
  4. Compliance officers

WhyLabs's Tags

Explore more niche AI tool websites by clicking on a tag* (works only if it has enough tools).

#AISafety #AIObservability#LLMSecurity

Integrate WhyLabs With These Apps

WhyLabs can be integrated with these apps and services:

  • AWS
  • Slack
  • OpenTelemetry

WhyLabs Social Media

Visit WhyLabs on social media to stay updated with the latest news and features.

Website Analytics of WhyLabs

WhyLabs Website Traffic & SEO Analysis:

Recent data shows that WhyLabs has 19.5K monthly visits (25.6% increase from the previous month), 45.0% bounce rate, and average 1.43 pages per visit.
Traffic is primarily driven by 6 different sources, with users from 5 countries worldwide, led by United States contributing 46% of total traffic. SEO performance is shown by 5 tracked keywords, with "whylabs" being the top-performing keyword with 1.6K monthly searches. See below for more info.

Monthly Visits

19.5K

(+25.6%)

Pages per Visit

1.43

Bounce Rate

45.0%

Average Time on Site

10s

Traffic Trend(May 2025 - Jul 2025)

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Top Keywords

SEO KeywordVolumeCPC
whylabs
1.6K$8.18
ywh labs
200-
different llms architectures
0-
whylabs prmpt injection
30-
mlflow model monitoriung
70-

Traffic Sources Distribution

Traffic Share by Source

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Source Breakdown Details

SourceTraffic Share
Direct
40%
Search
44%
Social
6%
Referrals
9%
Paid Referrals
1%

Global Traffic Distribution

Traffic Share by Country

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Geographic Breakdown Details of top 5 countries

Country NameTraffic Share
United States46%
India18%
Canada7%
Vietnam7%
Germany5%
Analytics data is estimated (from third-party analytics providers) and for reference only.

πŸš€ WhyLabs Launch Badge

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