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What is Valohai?

While models may come and go, the infrastructure of pipelines endures over time. Engaging in a consistent cycle of training, evaluating, deploying, and refining is crucial for success. Valohai distinguishes itself as the only MLOps platform that provides complete automation throughout the entire workflow, starting from data extraction all the way to model deployment. It optimizes every facet of this process, guaranteeing that all models, experiments, and artifacts are automatically documented. Users can easily deploy and manage models within a controlled Kubernetes environment. Simply point Valohai to your data and code, and kick off the procedure with a single click. The platform takes charge by automatically launching workers, running your experiments, and then shutting down the resources afterward, sparing you from these repetitive duties. You can effortlessly navigate through notebooks, scripts, or collaborative git repositories using any programming language or framework of your choice. With our open API, the horizons for growth are boundless. Each experiment is meticulously tracked, making it straightforward to trace back from inference to the original training data, which guarantees full transparency and ease of sharing your work. This approach fosters an environment conducive to collaboration and innovation like never before. Additionally, Valohai's seamless integration capabilities further enhance the efficiency of your machine learning workflows.

What is AdroitLogic Integration Platform Server (IPS)?

Setting up multiple ESB instances on the Integration Platform can be done easily with a few simple clicks. You have the ability to monitor and troubleshoot both specific instances and entire clusters through a unified dashboard. Each ESB instance runs within optimized Docker containers, which improves resource efficiency and response times compared to conventional virtual machines. The system is equipped to detect and automatically restart any failed instances within moments, taking advantage of the powerful Kubernetes architecture. You can also adjust the computing resources of the platform by adding or subtracting physical or virtual machines without disrupting the existing components. The IPS dashboard simplifies the management of ESB clusters, project settings, and user permissions, while also offering monitoring and debugging tools for ESB instances. Furthermore, you can create project-specific dashboards that aid in thorough management and supervision of both the platform and individual projects, all accessed through a single, integrated interface. This cohesive method not only boosts productivity but also streamlines the overall management experience, allowing for more efficient operations. Moreover, it empowers teams to quickly adapt to changing demands, ensuring that the platform remains agile and effective.

Media

Media

Integrations Supported

Microsoft Azure
WEKA

Integrations Supported

Docker
Kubernetes
UltraESB

API Availability

API Availability

Pricing Information

$560 per month
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

Mac
Linux

Customer Service / Support

24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub

Company Facts

Organization Name

Valohai

Date Founded

2016

Company Location

Finland

Company Website

valohai.com

Company Facts

Organization Name

AdroitLogic

Date Founded

2010

Company Location

Sri Lanka

Company Website

www.adroitlogic.com/products/ips/

Categories and Features

AI Inference

Not specified

Artificial Intelligence

Predictive Analytics
Process/Workflow Automation

Deep Learning

Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

ML Model Management

Not specified

Predictive Analytics

AI / Machine Learning
Benchmarking
Demand Forecasting
Modeling & Simulation

Categories and Features

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