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Description
Craft personalized monitoring solutions for your machine learning models using our incredibly intuitive monitor builder, which alerts you to problems such as concept drift, declines in model performance, and bias, among other issues. Aporia effortlessly integrates with any machine learning infrastructure, whether you're utilizing a FastAPI server on Kubernetes, an open-source deployment solution like MLFlow, or a comprehensive machine learning platform such as AWS Sagemaker. Dive into specific data segments to meticulously observe your model's behavior. Detect unforeseen bias, suboptimal performance, drifting features, and issues related to data integrity. When challenges arise with your ML models in a production environment, having the right tools at your disposal is essential for swiftly identifying the root cause. Additionally, expand your capabilities beyond standard model monitoring with our investigation toolbox, which allows for an in-depth analysis of model performance, specific data segments, statistics, and distributions, ensuring you maintain optimal model functionality and integrity.
Description
Achieve in minutes what previously took years to develop with our straightforward, adaptable, scalable, and secure machine learning monitoring solution. You’ll find all the tools necessary to deploy, sustain, and enhance machine learning in a production environment. Superwise offers an open platform that seamlessly integrates with any machine learning infrastructure and connects with your preferred communication tools. If you wish to explore further, Superwise is designed with an API-first approach, ensuring that every feature is available through our APIs, all accessible from the cloud platform of your choice. With Superwise, you gain complete self-service control over your machine learning monitoring. You can configure metrics and policies via our APIs and SDK, or you can simply choose from a variety of monitoring templates to set sensitivity levels, conditions, and alert channels that suit your needs. Experience the benefits of Superwise for yourself, or reach out to us for more information. Effortlessly create alerts using Superwise’s policy templates and monitoring builder, selecting from numerous pre-configured monitors that address issues like data drift and fairness, or tailor policies to reflect your specialized knowledge and insights. The flexibility and ease of use provided by Superwise empower users to effectively manage their machine learning models.
API Access
Has API
API Access
Has API
Integrations
Amazon SageMaker
Grafana
Jira
MLflow
New Relic
Slack
Amazon Web Services (AWS)
Azure Blob Storage
Azure Machine Learning
Datadog
Integrations
Amazon SageMaker
Grafana
Jira
MLflow
New Relic
Slack
Amazon Web Services (AWS)
Azure Blob Storage
Azure Machine Learning
Datadog
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Aporia
Website
www.aporia.com
Vendor Details
Company Name
Superwise
Country
Israel
Website
superwise.ai/
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
Product Features
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization