Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

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

Poetic is an advanced AI framework that assimilates knowledge similarly to other AI systems, yet it operates with the exactness characteristic of programming. Its purpose is to convert various inputs, including procedures, training resources, audio recordings, visual workflow representations, and historical case studies, into effective automation processes. Users have the ability to upload standard operating procedures, PDFs, training videos, and additional documentation related to processes, which Poetic then analyzes to generate an initial draft of an automated workflow. Following this, it enhances its outputs by integrating expert feedback, progressively refining its performance under the mentorship of the organization’s most skilled personnel until achieving a level suitable for production. For instance, when tasked with reviewing a dispute case, Poetic assesses card freeze and unfreeze events, articulates the outcome of the investigation, presents the evidence utilized, and incorporates suggestions to enhance its decision-making process. This includes broadening the review timeframe to identify more instances of first-party fraud, ultimately leading to improved accuracy and quality in decision-making. In this way, Poetic not only automates workflows but also evolves to meet the specific needs of the organization more effectively over time.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

AWS Batch Yes 
Amazon Athena Yes 
Apache Hive Yes 
Apache Parquet Yes 
Databricks Yes 
Feast Yes 
Google Cloud BigQuery Yes 
Google Cloud Platform Yes 
Great Expectations Yes 
Hugging Face Yes 
MLflow Yes 
ONNX Yes 
Polars Yes 
PyTorch Yes 
Slack Yes 
Snowflake Yes 
Spotify Yes 
TensorFlow Yes 
Vaex Yes 
pandas Yes 

Integrations

AWS Batch No 
Amazon Athena No 
Apache Hive No 
Apache Parquet No 
Databricks No 
Feast No 
Google Cloud BigQuery No 
Google Cloud Platform No 
Great Expectations No 
Hugging Face No 
MLflow No 
ONNX No 
Polars No 
PyTorch No 
Slack No 
Snowflake No 
Spotify No 
TensorFlow No 
Vaex No 
pandas No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Union.ai

Founded

2020

Country

United States

Website

flyte.org

Vendor Details

Company Name

Poetic

Founded

2023

Country

United States

Website

poetic.com/product

Product Features

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

Product Features

Alternatives

Ray Reviews

Ray

Anyscale

Alternatives

AgentC Reviews

AgentC

Celonis
Metaflow Reviews

Metaflow

Netflix
Union Cloud Reviews

Union Cloud

Union.ai