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What is PwC Model Edge?

Model Edge facilitates the entire lifecycle management of models by streamlining the development, validation, governance, and oversight of your full portfolio, encompassing AI functionalities through a singular platform. This efficient operation bolsters your confidence in the program by providing vital tools that highlight the effectiveness and explainability of models to both internal teams and external partners. The platform is equipped with comprehensive model recording and documentation features, all housed within a cohesive environment. Furthermore, it presents a detailed inventory of models along with an audit trail that records historical and real-time changes and updates. By employing a centralized cloud-based system, you can manage every stage of a model’s lifecycle, from its initial idea to complete deployment. This enables you to effectively orchestrate workflows for model development and validation while keeping track of progress across different initiatives, ensuring every step is meticulously monitored and optimized. Such an all-encompassing strategy not only promotes enhanced collaboration but also significantly improves accountability throughout the model management framework, making it an indispensable tool for organizations. Ultimately, Model Edge stands as a pivotal resource that empowers organizations to harness the full potential of their modeling capabilities.

What is Amazon SageMaker Edge?

The SageMaker Edge Agent is designed to gather both data and metadata according to your specified parameters, which supports the retraining of existing models with real-world data or the creation of entirely new models. The information collected can also be used for various analytical purposes, such as evaluating model drift. There are three different deployment options to choose from. One option is GGv2, which is about 100MB and offers a fully integrated solution within AWS IoT. For those using devices with constrained capabilities, we provide a more compact deployment option built into SageMaker Edge. Additionally, we support clients who wish to utilize alternative deployment methods by permitting the integration of third-party solutions into our workflow. Moreover, Amazon SageMaker Edge Manager includes a dashboard that presents insights into the performance of models deployed throughout your network, allowing for a visual overview of fleet health and identifying any underperforming models. This extensive monitoring feature empowers users to make educated decisions regarding the management and upkeep of their models, ensuring optimal performance across all deployments. In essence, the combination of these tools enhances the overall effectiveness and reliability of model management strategies.

Media

Media

Integrations Supported

Amazon SageMaker
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)

Integrations Supported

Amazon SageMaker
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

PwC

Date Founded

1998

Company Location

United Kingdom

Company Website

www.pwc.com/us/en/products/model-edge.html

Company Facts

Organization Name

Amazon

Date Founded

2006

Company Location

United States

Company Website

aws.amazon.com/sagemaker/edge/

Categories and 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)

Categories and Features

Machine Learning

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

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