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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 Abstra?

Securely authenticate users through SSO or SAML providers while exercising custom, granular control over permissions for any application. This powerful configuration enables you to implement on-premise solutions that utilize our rapid development tools, all while keeping your data protected within your secure network. Whether you are looking to improve customer-facing applications or refine internal workflows, it is essential to customize your onboarding processes to meet your specific requirements. You can effortlessly connect with your chosen services or manage all operations via Abstra. By automating various workflows, you can eliminate tedious and error-prone tasks. The integration of dynamic forms with streamlined processes enhances data collection, allows for timely reminders, and simplifies transactions. Furthermore, automating your reconciliation workflow not only conserves time but also guarantees data quality and transparency, which ultimately leads to better operational efficiency and accuracy. Additionally, harnessing these automation capabilities empowers teams to concentrate on more strategic initiatives rather than being overwhelmed by repetitive tasks, thereby driving overall productivity. In summary, adopting such a robust system not only elevates your operational capabilities but also positions your organization for sustainable growth and success.

Media

Media

Integrations Supported

Slack
Airtable
Amazon Athena
Apache Hive
Apache Spark
Dolt
Elasticsearch
Gmail
Great Expectations
Hugging Face
MongoDB
MySQL
PostgreSQL
PyTorch
SQL
SendGrid
TensorFlow
Vaex
idwall
pandas

Integrations Supported

Slack
Airtable
Amazon Athena
Apache Hive
Apache Spark
Dolt
Elasticsearch
Gmail
Great Expectations
Hugging Face
MongoDB
MySQL
PostgreSQL
PyTorch
SQL
SendGrid
TensorFlow
Vaex
idwall
pandas

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

Abstra

Date Founded

2020

Company Location

Brazil

Company Website

www.abstra.io

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

Business Process Management

Access Controls / Permissions
Alerts / Notifications
Business Process Automation
Business Rules Management
Collaboration
Process Change Tracking
Process Mapping
Process Modeling & Design
Visual Workflow Management

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