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cnvrg.io
Jerusalem, Israel
B
11-50 Employees
2016
Key takeaway
The company, cnvrg.io, specializes in MLOps, providing tools to streamline the machine learning pipeline from research to production. Their platform enables the creation of production-ready ML pipelines, facilitates real-time comparison of training metrics, and supports model deployment with advanced monitoring and autoscaling capabilities.
Reference
Product
Machine Learning Operations – MLOps | cnvrg.io
According to industry reports, more than 80% of machine learning models don’t make it to production. This is often due to the fact that most of a data
Iguazio
Herzliya, Israel
B
51-100 Employees
2014
Key takeaway
Iguazio is dedicated to streamlining the data science process, enabling teams to quickly transform their machine learning models from concept to production. Their MLOps Platform is specifically designed to automate the machine learning pipeline, facilitating seamless implementation and maximizing the impact of AI projects on business outcomes.
Reference
Core business
MLOps Platform | Iguazio
The Iguazio MLOps Platform automates your machine learning pipeline, transforming AI projects into real-world business outcomes.
Allegro.AI
Tel-Aviv, Israel
B
11-50 Employees
2016
Key takeaway
ClearML offers a comprehensive, open-source platform designed for continuous machine learning (MLOps), enabling the efficient production and management of ML models at scale. With features like enterprise-grade security and seamless integration with popular frameworks, ClearML supports ML practitioners in developing and deploying models effectively.
Reference
Core business
ClearML | The Continuous Machine Learning Company
Easily develop, integrate, ship, and improve machine learning models at any scale with ClearML. Start free =>
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superwise.ai
Tel-Aviv, Israel
B
11-50 Employees
2019
Key takeaway
Superwise offers a robust model observability platform designed to monitor and maintain the health of machine learning systems in production. With over 100 customizable metrics for tracking data, drift, performance, and bias, Superwise enables users to effectively observe and manage their ML models.
Reference
Product
Fully Flexible ML Monitoring Platform | Superwise ML Observability
Fully customizable, enterprise-grade model observability in a self-service SaaS platform. Start monitoring ML in production in minutes.
Aporia
Tel-Aviv, Israel
B
11-50 Employees
2019
Key takeaway
Aporia is dedicated to empowering AI teams with a platform that enhances MLOps by providing robust monitoring and control over machine learning models. Their solution centralizes ML model management, allowing users to track performance and mitigate AI risks effectively, which is essential for developing reliable AI applications.
Reference
Product
Aporia | The Leading Solution for MLOps Monitoring
Aporia centralizes all of your ML models. Monitor performance, explain predictions, and gain insights to maximize business impact.
CloudZone
Tel-Aviv, Israel
B
51-100 Employees
2013
Key takeaway
The company specializes in building ML solutions that enhance applications, indicating a strong focus on modernizing software delivery lifecycles through advanced technologies like DevOps and multi-cloud strategies.
Reference
Core business
Cloud Services By CloudZone - Multi Cloud Solution Provider
Cloudzone is a cloud solution provider offering cloud services such as cloud migartion, FinOps, kubernetes and DevOps.
OPS LABS
Tel-Aviv, Israel
B
11-50 Employees
2018
Key takeaway
Ops Labs, a boutique DevOps firm that is becoming a Deloitte business, offers consulting and professional services in Cloud Computing and CI/CD processes. Their expertise in these areas may be highly relevant for MLOps implementations.
Reference
Core business
Ops Labs | Boutique DevOps Firm | Tel Aviv
DevOps and Cloud Experts | Ops Labs | Tel Aviv. We Are a Boutique DevOps Firm Providing Cloud Solutions that Make it Rain.
Qwak
Tel-Aviv, Israel
B
1-10 Employees
2020
Key takeaway
The company, Qwak, offers a fully managed platform that simplifies MLOps by unifying ML engineering and data operations, enabling automatic deployment and continuous training. This allows organizations to focus on creating business impact rather than infrastructure setup, making it easier to scale ML efforts effectively.
Reference
Core business
Qwak - From research centric to production first ML
A fully managed platform that unifies ML engineering and data operations - providing agile infrastructure that enables the continuous productionization of ML models at scale.
Yokaranda
Even Yehuda, Israel
B
1-10 Employees
2020
Key takeaway
Yokaranda offers an open-source library and a lightweight API for monitoring AI applications, making it easier to track performance and identify issues in real-time. With its ability to learn and adapt to the evolving behavior of deployed solutions, Yokaranda ensures reliable alerts and insights, allowing teams to proactively address problems before they impact users.
Reference
Core business
Automated Machine Learning | Yokaranda
Monitoring your artificial intelligence applications, knowing what to expect and identifying outliers, has never been easier. Whether you have a single application or millions of instances, just include Yokaranda automatic machine learning libraries in your code and start seeing results immediately
MOV.AI
Tel-Aviv, Israel
B
11-50 Employees
2016
Key takeaway
MOV.AI is revolutionizing the development of Autonomous Mobile Robots (AMRs) by providing ROS-based tools that streamline the creation and deployment process. Their platform enhances flexibility and reduces time to market, enabling developers to focus on innovation and automation.
Reference
Product
MOV.AI technology | making ROS enterprise grade
MOV.AI - Turning ROS into a full-blown Robotics Engine Platform that allows you to forget about the boring stuff and easily develop enterprise-grade robots
Technologies which have been searched by others and may be interesting for you:
When exploring the MLOps industry in Israel, several key considerations come into play. The country has a robust tech ecosystem, marked by a culture of innovation and a strong emphasis on research and development. Understanding the regulatory landscape is crucial, as compliance with data protection laws, such as the Israeli Privacy Protection Law, can impact how companies operate in the MLOps space. Challenges include a competitive talent market, with high demand for skilled professionals in machine learning and operations. Opportunities abound, particularly in sectors like healthcare, finance, and cybersecurity, where MLOps can enhance operational efficiency and decision-making. The environmental impact of technology deployment is also increasingly important, as companies face pressure to adopt sustainable practices in their operations. Furthermore, the competitive landscape includes both established firms and startups, which can lead to rapid innovation but also intense rivalry. On a global scale, Israel's MLOps industry is gaining recognition, with local companies increasingly collaborating with international partners to expand their market reach. Keeping abreast of these factors will provide valuable insights for anyone interested in entering the MLOps field in Israel.
Some interesting numbers and facts about your company results for MLOps
Country with most fitting companies | Israel |
Amount of fitting manufacturers | 169 |
Amount of suitable service providers | 81 |
Average amount of employees | 11-50 |
Oldest suiting company | 2013 |
Youngest suiting company | 2020 |
Some interesting questions that has been asked about the results you have just received for MLOps
What are related technologies to MLOps?
Based on our calculations related technologies to MLOps are Big Data, E-Health, Retail Tech, Artificial Intelligence & Machine Learning, E-Commerce
Which industries are mostly working on MLOps?
The most represented industries which are working in MLOps are IT, Software and Services, Other, Finance and Insurance, Healthcare, Automation
How does ensun find these MLOps Companies?
ensun uses an advanced search and ranking system capable of sifting through millions of companies and hundreds of millions of products and services to identify suitable matches. This is achieved by leveraging cutting-edge technologies, including Artificial Intelligence.