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features
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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

Prove AI is a comprehensive governance and management platform designed for artificial intelligence that consolidates AI models, datasets, and event logs within a secure, blockchain-supported data repository, now enhanced by its integration with IBM’s watsonx.governance on the Hedera network. It enables real-time tracking of AI lifecycle events along with version management and multi-party access permissions, while also ensuring automated compliance with regulations such as the EU AI Act, ISO 42001, and NIST standards, all complemented by extensive audit trails for effective troubleshooting, accountability, and validation by regulators. Organizations can achieve streamlined oversight of their AI operations through a centralized interface that governs configurations, access rights, updates, and event monitoring, all backed by fully auditable and serialized records. This platform equips enterprises to effectively manage AI-related risks, promotes transparency in their practices, and facilitates the confident expansion of responsible AI initiatives, ultimately fostering a more trustworthy AI ecosystem.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Amazon S3
Amazon SageMaker
Amazon Web Services (AWS)
Azure Blob Storage
Google Cloud Storage
Grafana
Hedera Hashgraph
IBM Cloud
IBM watsonx.governance
Jira
MLflow
Microsoft Teams
New Relic
Prometheus
Sagify
Slack

Integrations

Amazon S3
Amazon SageMaker
Amazon Web Services (AWS)
Azure Blob Storage
Google Cloud Storage
Grafana
Hedera Hashgraph
IBM Cloud
IBM watsonx.governance
Jira
MLflow
Microsoft Teams
New Relic
Prometheus
Sagify
Slack

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
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

Prove AI

Founded

2018

Country

Switzerland

Website

proveai.com

Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Product Features

Alternatives

Alternatives