Company profile: WhyLabs
1.1 - Company Overview
Company description
- Provider of security and observability for real-time predictive and generative AI. Offers LLM and multimodal monitoring; MLOps observability for traditional models; model health and drift detection via statistical and derived metrics; and AI application protection that blocks harmful interactions and guards against prompt injections, data leakage, and unapproved topics.
Products and services
- Model Health Monitoring: Supplies continuous model health tracking across statistical and derived metrics to detect and resolve model drift
- AI Observability and Monitoring: Delivers real-time, open-source and SaaS observability tools that monitor and secure AI applications to ensure reliability and performance
- Large Language Models (LLM) Monitoring: Offers self-hosted-capable oversight to monitor, evaluate, and implement security measures for proprietary and self-hosted LLM APIs
Key contacts
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Financial details
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1.2 - Competitors and similar companies to WhyLabs
Protect AI
HQ: United States
Website
- Description: Provider of security solutions for machine learning and AI systems via a unified platform that integrates with existing AI and security workflows. Products include Radar for AI/ML risk detection across the lifecycle, Guardian and ModelScan for scanning models from public repositories for malicious code, LLM Guard for real-time LLM safety, security, and compliance, and NB Defense for Jupyter Notebook vulnerability identification; supports generative AI red teaming.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
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- Total funding raised: $●●●m
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Intelligent Layer
HQ: United States
Website
- Description: Provider of machine learning and reinforcement learning algorithms for enterprises, aimed at improving how companies use their data and interact with the world, with a focus on dynamic real-world contexts beyond static datasets.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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MindFort
HQ: United States
Website
- Description: Provider of an enterprise cybersecurity platform that uses AI agents to continuously test web apps for complex vulnerabilities, finding, validating, triaging, and patching vulnerabilities to save teams thousands of hours, hundreds of thousands of dollars, and streamline compliance.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Edgecase
HQ: United States
Website
- Description: Provider of synthetic data generation, data labeling, and training datasets for AI and machine learning. Delivers pixel-perfect annotations, synthetic datasets under varied environmental conditions, and APIs for startups in retail, agriculture, medicine, and security.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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Seekr
HQ: United States
Website
- Description: Provider of accurate, explainable AI solutions for enterprises and government agencies. Offers SeekrAlign, a contextual AI for content evaluation and audience suitability with a Civility Score; SeekrGenerate, combining LLMs and RAG for personalized chatbots and content creation; and SeekrFlow, an end-to-end toolset to build, scale, and validate AI across various platforms.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
View full Seekr company profile →
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2.M&A buyers
2.1 Potential strategic acquirers in the sector
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2.2 - Strategic buyer groups for WhyLabs
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Buyer group 3: ████████ ████████
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Key Products: ████████, ████████, ████████, ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to WhyLabs
2.2 - Growth funds investing in similar companies to WhyLabs
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4 - Top valuation comps for WhyLabs
4.2 - Public trading comparable groups for WhyLabs
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