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Description
Flyte is a robust platform designed for automating intricate, mission-critical data and machine learning workflows at scale. It simplifies the creation of concurrent, scalable, and maintainable workflows, making it an essential tool for data processing and machine learning applications. Companies like Lyft, Spotify, and Freenome have adopted Flyte for their production needs. At Lyft, Flyte has been a cornerstone for model training and data processes for more than four years, establishing itself as the go-to platform for various teams including pricing, locations, ETA, mapping, and autonomous vehicles. Notably, Flyte oversees more than 10,000 unique workflows at Lyft alone, culminating in over 1,000,000 executions each month, along with 20 million tasks and 40 million container instances. Its reliability has been proven in high-demand environments such as those at Lyft and Spotify, among others. As an entirely open-source initiative licensed under Apache 2.0 and backed by the Linux Foundation, it is governed by a committee representing multiple industries. Although YAML configurations can introduce complexity and potential errors in machine learning and data workflows, Flyte aims to alleviate these challenges effectively. This makes Flyte not only a powerful tool but also a user-friendly option for teams looking to streamline their data operations.
Description
The SAP Business Technology Platform (BTP) serves as an all-encompassing solution designed to enable organizations to seamlessly integrate, analyze, and create applications with a significant emphasis on artificial intelligence, automation, and efficient data management. By simplifying business processes for both SAP and non-SAP applications, it provides robust features like generative AI, real-time analytics, and data-informed application development. With SAP BTP, companies can accelerate their development efforts and ensure smooth integration thanks to pre-built workflows and AI models that boost overall productivity. This platform allows organizations to construct more intelligent applications, streamline workflows, and devise dependable AI solutions that foster innovation and hasten the realization of value, ultimately transforming the way businesses operate. Additionally, the versatility of SAP BTP ensures that companies can adapt to evolving market demands and stay competitive in a rapidly changing landscape.
API Access
Has API
API Access
Has API
Integrations
AWS Batch
Amazon Web Services (AWS)
Apache Parquet
Databricks Data Intelligence Platform
DuckDB
Google Cloud BigQuery
Great Expectations
Kubeflow
Kubernetes
MLflow
Integrations
AWS Batch
Amazon Web Services (AWS)
Apache Parquet
Databricks Data Intelligence Platform
DuckDB
Google Cloud BigQuery
Great Expectations
Kubeflow
Kubernetes
MLflow
Pricing Details
Free
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
Union.ai
Founded
2020
Country
United States
Website
flyte.org
Vendor Details
Company Name
SAP
Founded
1972
Country
Germany
Website
www.sap.com/products/technology-platform.html
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
Product Features
Infrastructure-as-a-Service (IaaS)
Analytics / Reporting
Configuration Management
Data Migration
Data Security
Load Balancing
Log Access
Network Monitoring
Performance Monitoring
SLA Monitoring
Robotic Process Automation (RPA)
Analytics
Attended Automation
Code-free Development
Image Recognition
Optical Character Recognition
Process Builder
Third Party Application Integration
Unattended Automation