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What is Flyte?

Flyte is a powerful platform crafted for the automation of complex, mission-critical data and machine learning workflows on a large scale. It enhances the ease of creating concurrent, scalable, and maintainable workflows, positioning itself as a crucial instrument for data processing and machine learning tasks. Organizations such as Lyft, Spotify, and Freenome have integrated Flyte into their production environments. At Lyft, Flyte has played a pivotal role in model training and data management for over four years, becoming the preferred platform for various departments, including pricing, locations, ETA, mapping, and autonomous vehicle operations. Impressively, Flyte manages over 10,000 distinct workflows at Lyft, leading to more than 1,000,000 executions monthly, alongside 20 million tasks and 40 million container instances. Its dependability is evident in high-demand settings like those at Lyft and Spotify, among others. As a fully open-source project licensed under Apache 2.0 and supported by the Linux Foundation, it is overseen by a committee that reflects a diverse range of industries. While YAML configurations can sometimes add complexity and risk errors in machine learning and data workflows, Flyte effectively addresses these obstacles. This capability not only makes Flyte a powerful tool but also a user-friendly choice for teams aiming to optimize their data operations. Furthermore, Flyte's strong community support ensures that it continues to evolve and adapt to the needs of its users, solidifying its status in the data and machine learning landscape.

What is Confidant?

Confidant is an open-source tool created by Lyft for managing secrets, offering a secure and user-friendly approach to storing and retrieving sensitive data. It effectively tackles authentication issues by utilizing AWS KMS and IAM, which allows IAM roles to generate secure tokens that Confidant can authenticate. Moreover, Confidant manages KMS grants for IAM roles, making it easier to create tokens for service-to-service authentication, thereby enabling secure communication between various services. Secrets are maintained in an append-only manner within DynamoDB, with each version of a secret associated with a unique KMS data key and employing Fernet symmetric authenticated encryption for robust security. In addition, Confidant includes a web interface developed with AngularJS, which empowers users to efficiently manage their secrets, link them to specific services, and monitor the history of changes made. This versatile tool not only improves security measures but also streamlines the control and management of sensitive information across different applications, making it an essential asset for any organization concerned with data protection. Ultimately, it addresses the increasing demands for secure data handling in a modern technological landscape.

Media

Media

Integrations Supported

AWS Amplify
AWS Batch
Amazon DynamoDB
Amazon SageMaker
Apache Spark
Dolt
DuckDB
Google Cloud BigQuery
Google Cloud Platform
Great Expectations
Horovod
Kubernetes
MLflow
Polars
PyTorch
SQLAlchemy
Slack
Snowflake
Union Cloud
Vaex

Integrations Supported

AWS Amplify
AWS Batch
Amazon DynamoDB
Amazon SageMaker
Apache Spark
Dolt
DuckDB
Google Cloud BigQuery
Google Cloud Platform
Great Expectations
Horovod
Kubernetes
MLflow
Polars
PyTorch
SQLAlchemy
Slack
Snowflake
Union Cloud
Vaex

API Availability

Has API

API Availability

Has API

Pricing Information

Free
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

Union.ai

Date Founded

2020

Company Location

United States

Company Website

flyte.org

Company Facts

Organization Name

Confidant

Date Founded

2014

Company Website

lyft.github.io/confidant/

Categories and Features

Machine Learning

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

Categories and Features

Privileged Access Management

Application Access Control
Behavioral Analytics
Credential Management
Endpoint Management
For MSPs
Granular Access Controls
Least Privilege
Multifactor Authentication
Password Management
Policy Management
Remote Access Management
Threat Intelligence
User Activity Monitoring

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