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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

The Failure Reporting, Analysis, and Corrective Action System (FRACAS) serves as a comprehensive feedback mechanism that facilitates collaboration between users and suppliers to gather, document, and evaluate failures related to both hardware and software systems. During the design evolution phase, corrective actions (CAR) are most effective, but as the design solidifies, implementing these actions becomes increasingly costly and constrained. The analysis conducted within this framework pinpoints necessary corrective measures that must be executed and verified to avert the recurrence of failures. By fostering reliability enhancements throughout the equipment's lifecycle, FRACAS can be applied during various testing phases, including in-house laboratory evaluations, field tests (whether alpha or beta), and production operations, enabling stakeholders to identify and address areas of concentrated issues within the equipment's design. This systematic approach not only enhances product reliability but also ensures a more efficient path to problem resolution.

Description

The Robust Intelligence Platform is designed to integrate effortlessly into your machine learning lifecycle, thereby mitigating the risk of model failures. It identifies vulnerabilities within your model, blocks erroneous data from infiltrating your AI system, and uncovers statistical issues such as data drift. Central to our testing methodology is a singular test that assesses the resilience of your model against specific types of production failures. Stress Testing performs hundreds of these evaluations to gauge the readiness of the model for production deployment. The insights gained from these tests enable the automatic configuration of a tailored AI Firewall, which safeguards the model from particular failure risks that it may face. Additionally, Continuous Testing operates during production to execute these tests, offering automated root cause analysis that is driven by the underlying factors of any test failure. By utilizing all three components of the Robust Intelligence Platform in tandem, you can maintain the integrity of your machine learning processes, ensuring optimal performance and reliability. This holistic approach not only enhances model robustness but also fosters a proactive stance in managing potential issues before they escalate.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Amazon Redshift
Amazon S3
Amazon SageMaker
Azure Blob Storage
DataRobot
Databricks
Google Cloud BigQuery
Google Cloud Storage
H2O.ai
IBM watsonx.data
Kubeflow
MLflow
PyTorch
Snowflake
TensorFlow

Integrations

Amazon Redshift
Amazon S3
Amazon SageMaker
Azure Blob Storage
DataRobot
Databricks
Google Cloud BigQuery
Google Cloud Storage
H2O.ai
IBM watsonx.data
Kubeflow
MLflow
PyTorch
Snowflake
TensorFlow

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

Qsoft

Website

www.qsoft.cc/qsoft_website/FRACAS.aspx

Vendor Details

Company Name

Robust Intelligence

Founded

2019

Country

United States

Website

www.robustintelligence.com

Product Features

CAPA

Audit Management
CAPA Planning
Change Management
Complaint Management
Incident Management
Nonconformance Tracking
Quality Control
Risk Management
Root Cause Analysis
Training Management

Product Features

Machine Learning

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

Alternatives

Alternatives

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