WhyLabs
NewNew to the index — the WhyLabs profile is being built from its website.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
- WhyLabs ranks #46 of 61 in MLOps Platforms with an AI visibility score of 0.6 (SlateIndex, Nov 2, 2026).
- WhyLabs is most visible on ChatGPT (1.9) and least on Perplexity (0).
- AI engines name WhyLabs in 2 of the 30 MLOps Platforms buyer prompts SlateIndex tracks.
- microsoft.com is the source AI engines cite most in answers about WhyLabs, with 3 citations.
About
Company details for WhyLabs
WhyLabs was an AI observability platform for monitoring data and model health in production. The company is discontinuing operations and has open sourced its complete platform. The whylogs data logging standard and the LangKit toolkit for monitoring LLMs remain available as open source. It ranks #46 of 61 in MLOps Platforms on SlateIndex and has a visibility score of 0.6 in the latest weekly run.
It has raised about $14M.
- Website
- whylabs.ai
- Categories
- MLOps Platforms
- Founded
- 2019
- Company type
- Division of Apple
- Funding
- Series A · $14M raised
- Compliance
- SOC 2 Type II
Read from builtinseattle.com, g2.com, github.com, whylabs.ai, ai-act-navigator-iota.vercel.app, aibusinessweekly.net · refreshed Nov 2, 2026.
AI visibility
Latest weekly run · Nov 2 · next run Nov 9
Visibility score trend
Weekly runs over the last 60 days, with up to 7 competitors. Click a name to hide or show its line.
Changes appear after the second weekly run in MLOps Platforms. MLflow leads the category at 50.9%.
Media
Website and product screenshots for WhyLabs
AI mentions & citations
Recent answers that name WhyLabs
Products & features
What WhyLabs sells
WhyLabs AI Observability Platform
Monitors data and model health for AI systems. The complete platform has been open sourced and is no longer offered as a commercial service.
AI Control Center
Launched April 2024 to give teams real-time control over AI applications, built on its observability tools.
whylogs
Open standard for data logging that enables privacy-preserving logging and monitoring for AI systems.
LangKit
Open source toolkit for monitoring and securing LLMs while preserving privacy.
Target market & buyers
Enterprises in logistics, fintech, marketing, retail and healthcare
Notable customers include Yoodli.
Funding & recent developments
Funding
| Round | Year | Amount |
|---|---|---|
| Seed | 2020 | $4M |
| Series A | 2021 | $10M |
| Latest known round | Total raised |
|---|---|
| Series A | $14M |
Recent developments
- Sep 2025CompanyFounders join Apple
GeekWire and Seattle TechFlash reported that the founders joined Apple.
- Jan 2025CompanyApple acquires WhyLabs
CB Insights dates the acquisition to January 24, 2025. Other sources give June or July 2025.
Competitive landscape
How WhyLabs compares with its top three alternatives
WhyLabs most often appears alongside MLflow, Databricks, Amazon SageMaker AI in AI answers.
| Brand | Visibility | Share of voice | vs last week | Starting price |
|---|---|---|---|---|
| WhyLabs | 0.6% | 0.2% | New | Pricing not available |
| MLflow | 50.9% | 9.7% | New | Pricing not available |
| Databricks | 46.2% | 7.6% | New | Pricing not available |
| Amazon SageMaker AI | 44.4% | 8% | New | Pricing not available |
| AWS | 35.7% | 7.5% | New | Pricing not available |
Cite as: SlateIndex, “WhyLabs AI visibility profile”, https://slateindex.ai/brand/whylabs, data of Nov 2, 2026. Licence: CC BY 4.0.