Arize
Founded Year
2020Stage
Series C | AliveTotal Raised
$131MLast Raised
$70M | 5 mos agoMosaic Score The Mosaic Score is an algorithm that measures the overall financial health and market potential of private companies.
+102 points in the past 30 days
About Arize
Arize provides tools for AI observability and LLM evaluation within the machine learning and artificial intelligence sectors. The company offers a platform for monitoring, diagnosing, and improving the performance of AI models and applications in production. Arize's tools are based on open-source standards and can integrate with existing AI infrastructure. It was founded in 2020 and is based in Mill Valley, California.
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Arize's Product Videos
ESPs containing Arize
The ESP matrix leverages data and analyst insight to identify and rank leading companies in a given technology landscape.
The AI observability & evaluation market provides solutions that continuously monitor, test, and assess AI systems, offering real-time visibility into their behavior. AI performance can degrade when models encounter data different from training sets or operate in new contexts. These solutions identify issues by tracking prediction outliers, measuring accuracy, detecting bias, benchmarking performa…
Arize named as Leader among 15 other companies, including Databricks, IBM, and Datadog.
Arize's Products & Differentiators
Performance Tracing
Arize monitors and analyzes machine learning model performance metrics to gain insights into how models behave in production. This involves monitoring various metrics, unmasking the precise features and dimensions that affect model performance, and comparing performance against different versions, periods, and environments. Performance tracing helps guide the troubleshooting process and enables ML practitioners to detect performance degradations and take proactive measures to easily improve their model performance.
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Research containing Arize
Get data-driven expert analysis from the CB Insights Intelligence Unit.
CB Insights Intelligence Analysts have mentioned Arize in 9 CB Insights research briefs, most recently on May 16, 2025.
May 16, 2025 report
Book of Scouting Reports: 2025’s AI 100
Apr 24, 2025 report
AI 100: The most promising artificial intelligence startups of 2025
Mar 6, 2025
The AI agent market map
Oct 13, 2023
The open-source AI development market map
Sep 29, 2023
The machine learning operations (MLOps) market map
Aug 31, 2023
The responsible AI market mapExpert Collections containing Arize
Expert Collections are analyst-curated lists that highlight the companies you need to know in the most important technology spaces.
Arize is included in 6 Expert Collections, including AI 100 (All Winners 2018-2025).
AI 100 (All Winners 2018-2025)
200 items
Generative AI
2,332 items
Companies working on generative AI applications and infrastructure.
Future Tech Hotshots
52 items
The 52 startups our data says are most likely to get a successful exit in the next decade
Artificial Intelligence
10,050 items
AI agents
374 items
Companies developing AI agent applications and agent-specific infrastructure. Includes pure-play emerging agent startups as well as companies building agent offerings with varying levels of autonomy. Not exhaustive.
AI 100 (2025)
100 items
Arize Patents
Arize has filed 7 patents.
The 3 most popular patent topics include:
- machine learning
- classification algorithms
- statistical classification
Application Date | Grant Date | Title | Related Topics | Status |
|---|---|---|---|---|
1/26/2023 | 11/12/2024 | Machine learning, Classification algorithms, Mathematical optimization, Artificial neural networks, Statistical classification | Grant |
Application Date | 1/26/2023 |
|---|---|
Grant Date | 11/12/2024 |
Title | |
Related Topics | Machine learning, Classification algorithms, Mathematical optimization, Artificial neural networks, Statistical classification |
Status | Grant |
Latest Arize News
Jun 30, 2025
AI 엔지니어링 플랫폼 Arize AI, 이승민 APAC 총괄 선임… 아시아 태평양 AI 에이전트 시장 공략 본격화 AI 에이전트 개발은 속도전… AI 엔지니어링 플랫폼을 통해 차별화된 생산성을 확보하는 것이 중요 뉴스 제공 Arize Raises $70M Series C 이승민 Arize AI 아시아태평양 총괄 이번 선임은 AI 기술 혁신을 주도하는 아시아 태평양 지역에서 급증하는 LLM(거대 언어 모델) 및 AI 에이전트 운영 수요에 대응하기 위한 전략적 결정이다. 이승민 신임 APAC 총괄은 한국, 일본, 싱가포르, 인도, 호주 등 주요 APAC 국가에서 Arize AI 사업을 총괄하며, 지역 내 기업들이 AI 시스템에 대한 신뢰성을 확보하고 지속적으로 개선해 나갈 수 있도록 지원할 예정이다. 이승민 신임 APAC 총괄은 “AI 에이전트 기법이 고도화되면서 에이전트의 내부 동작을 이해하고 신뢰성을 확보하는 것이 모든 기업의 핵심 과제가 됐다”며 “Arize AI는 AI 에이전트의 내부 동작을 투명하게 분석하는 차별화된 기술력을 통해 개발자들이 AI 에이전트의 보안, 성능, 정확도 등 복잡한 문제를 만났을 때 빠른 속도로 근본 원인(Root Cause)을 찾도록 돕는다. 한국을 비롯한 APAC 지역 기업들이 Arize AI를 통해 자신감을 갖고 AI 기술을 도입하고 비즈니스를 혁신할 수 있도록 최선을 다하겠다”고 밝혔다. Arize AI는 2025년 2월, AI 가시성 분야 역대 최대 규모인 7000만달러 시리즈 C 투자를 유치한 미국의 스타트업이다. Google의 Agent2Agent Protocol(A2A) 공식 파트너이기도 한 Arize AI는 AI 에이전트 간 상호 운용성을 위한 오픈 스탠다드 정의에 참여하고 있으며, OpenTelemetry 기반 아키텍처를 통해 에이전트 추적, 평가 등 AI 가시성 분야에서 업계를 선도하고 있다. 주요 고객사로는 JPMC, AT&T, Vanguard, Siemens, Spotify 등이 있으며 싱가포르투자청(GIC), OCBC, Rio Tinto 등 아태 지역의 고객사에도 솔루션을 공급하고 있다. 한편, 이승민 APAC 총괄은 AI와 클라우드 분야에서 15년간 풍부한 경험을 쌓아온 기술 리더이다. 아주대학교에서 컴퓨터공학 및 디지털미디어학을 전공한 후, 2016년부터 2020년까지 캐나다 토론토 Thomson Reuters의 인공지능 연구소에서 수석 엔지니어로 근무하며 Thomson Reuters의 플래그십 제품인 Westlaw와 Checkpoint에 AI 기능을 탑재하는 업무를 담당했다. 2020년 AWS Korea에 합류한 이후에는 LG유플러스, 대한항공, 토요타 자동차, 삼성SDS, 배달의 민족, 스타벅스, 삼양사 등 국내외 엔터프라이즈 고객들의 AI·클라우드 사업을 컨설팅했다. 어라이즈코리아 소개 Arize AI는 신뢰할 수 있고 투명한 인공지능(AI)의 구현을 목표로 설립된 기업이다. AI 에이전트가 점점 많아지고, 복잡해지고, 강력해짐에 따라, 이를 어떻게 감시하고 평가하며 개선할 것인지는 모든 AI 팀이 직면한 핵심 과제가 됐다. Arize AI는 이러한 문제를 해결하기 위해 AI 모델의 관측 가능성(observability)과 평가, 가드레일과 같은 AI 거버넌스 기능을 제공한다.
Arize Frequently Asked Questions (FAQ)
When was Arize founded?
Arize was founded in 2020.
Where is Arize's headquarters?
Arize's headquarters is located at 740 Edgewood Avenue, Mill Valley.
What is Arize's latest funding round?
Arize's latest funding round is Series C.
How much did Arize raise?
Arize raised a total of $131M.
Who are the investors of Arize?
Investors of Arize include Foundation Capital, Battery Ventures, Swift Ventures, Technology Crossover Ventures, Industry Ventures and 13 more.
Who are Arize's competitors?
Competitors of Arize include LangWatch, WhyLabs, TrojAI, Aporia, LatticeFlow and 7 more.
What products does Arize offer?
Arize's products include Performance Tracing and 4 more.
Who are Arize's customers?
Customers of Arize include Clearcover.
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Compare Arize to Competitors
Fiddler focuses on artificial intelligence (AI) observability and responsible AI governance in the technology sector. The company provides services such as monitoring, explainable AI, and analytics to support the performance and integrity of machine learning models and large language models. Fiddler serves sectors that need AI governance and risk management, including government and financial services. It was founded in 2018 and is based in Palo Alto, California.
Arthur focuses on artificial intelligence (AI) performance monitoring and management within the machine learning operations (MLOps) sector. It offers solutions for deploying, monitoring, and optimizing machine learning models, ensuring scalability, security, and compliance for enterprise use. Its products include tools for evaluating large language models (LLMs), providing a firewall for LLMs, and enhancing AI model observability. It was founded in 2018 and is based in New York, New York.
Microsoft AI Factory is located at the Station F startup campus, focusing on artificial intelligence and specifically designed to launch an AI ecosystem gathering startups, researchers, and corporations. It is based in Paris, France.
TrojAI is a company that provides security solutions for artificial intelligence within the technology sector. Their main offerings include a platform to protect AI models and applications from risks and attacks. TrojAI serves sectors that require AI security measures, including enterprise-level organizations and industries that use AI technology. It was founded in 2019 and is based in Saint John, New Brunswick.
Mona Labs specializes in AI and machine learning monitoring within the technology sector. The company offers a platform that provides complete visibility into the performance of GPT-based applications, generative AI, machine learning models, and more, enabling the detection and management of issues and anomalies. Mona Labs primarily serves sectors that utilize AI technologies, such as the e-commerce industry, the real estate tech industry, and the cloud computing industry. It was founded in 2018 and is based in Atlanta, Georgia.
Gantry focuses on providing observability, analytics, and evaluation tools for AI-powered products within the machine learning industry. The company offers services that enable users to capture and analyze AI product data, monitor model performance, and improve models using user feedback. Gantry's solutions cater to AI-first companies seeking to enhance their machine learning systems with data analysis and performance monitoring capabilities. It was founded in 2020 and is based in San Francisco, California.
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