Company profile: Arize
1.1 - Company Overview
Company description
- Provider of an AI observability platform to monitor, troubleshoot, and evaluate machine learning and large language models in production. Offers real-time monitors, dashboards, evaluation and performance tracing, and explainability and fairness features to detect issues, trace root causes, share insights, and improve reliability and model outcomes.
Products and services
- ML Observability: A production-grade platform that monitors, troubleshoots, and evaluates machine learning models in production, ensuring performance and reliability for production AI applications
- LLM Observability: An enterprise-grade toolkit to monitor and evaluate large language models, identifying issues and improving model performance for production AI contexts
- Eval & Performance Tracing: Diagnostic-grade tools for evaluating model performance and tracing issues back to their root causes, supporting root-cause analysis in production AI environments
Key contacts
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Financial details
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1.2 - Competitors and similar companies to Arize
Scout
HQ: United States
Website
- Description: Provider of an extensible platform for building and deploying customizable AI workflows and agents, offering LLM orchestration, vector database management, and deployment for copilots and chatbots within a streamlined interface; used by customers such as Statsig, Dagster, and SurrealDB.
- 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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Mind Foundry
HQ: United Kingdom
Website
- Description: Provider of an AI platform and technologies from an Oxford University company that empower organisations through Responsible AI to tackle high-stakes, real-world problems at both individual and population scale.
- 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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Weights & Biases
HQ: United States
Website
- Description: Provider of a developer-first MLOps platform offering performance visualization tools for machine learning, helping companies turn deep learning research into deployed software by enabling teams to track models, visualize performance, and automate training and model improvement.
- 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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Nnaisense
HQ: Switzerland
Website
- Description: Provider of neural network solutions for industrial process inspection, modeling, and control, offering deep learning analytics for anomaly detection, predictive models with simulation-based learning of control strategies, deep reinforcement learning for intelligent control facilitating full automation, and EvoTorch for evolutionary optimization, with applications in specialty glass production and additive manufacturing.
- 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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Affectiva
HQ: United States
Website
- Description: Provider of Emotion AI software and services, including an SDK for real-time emotion sensing in apps, in-cabin sensing AI for occupant monitoring, safety and personalized mobility experiences, media analytics for ad testing, entertainment content and qualitative research, and a behavioral research platform with iMotions integrating emotion recognition and biometric sensors.
- 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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2.M&A buyers
2.1 Potential strategic acquirers in the sector
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2.2 - Strategic buyer groups for Arize
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Buyer group 3: ████████ ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to Arize
2.2 - Growth funds investing in similar companies to Arize
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4 - Top valuation comps for Arize
4.2 - Public trading comparable groups for Arize
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