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

The InstaLILY Platform serves as the essential backbone for every solution offered by Lily, founded on the principle that while work processes may evolve, the underlying foundation remains constant. By designing software that aligns with the actual operations of a business, Lily utilizes a unified platform for managing contracts, connectors, access, testing, deployment, identity, auditing, observability, and runtime functionality. Rather than building each solution from scratch, Lily leverages existing workflows, systems, data, decisions, approvals, and insights inherent to the business, crafting agents and automations tailored to the specific needs of the work. This includes managing tasks such as quotes, schedules, approvals, follow-ups, routing, service tickets, inventory checks, contract terms, and customer updates, along with addressing other complex workflows that standard tools fail to meet. The platform ensures consistency across all solutions by maintaining standards for typed and versioned contracts, scoped permissions, explicit schemas, runnable examples, clear error messages, observable behaviors, thorough testing, conformance checks, and safe upgrade paths. By doing so, Lily not only enhances operational efficiency but also promotes seamless integration of new capabilities as business needs change.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

AWS Batch
Apache Hive
Apache Parquet
Apache Spark
Dask
DuckDB
Feast
Great Expectations
MLflow
ONNX
Polars
PyTorch
Ray
Slack
Snowflake
Spotify
TensorFlow
Union Cloud
dbt

Integrations

AWS Batch
Apache Hive
Apache Parquet
Apache Spark
Dask
DuckDB
Feast
Great Expectations
MLflow
ONNX
Polars
PyTorch
Ray
Slack
Snowflake
Spotify
TensorFlow
Union Cloud
dbt

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

InstaLILY

Founded

2023

Country

United States

Website

www.instalily.ai/platform

Product Features

Machine Learning

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

Alternatives

Ray Reviews

Ray

Anyscale

Alternatives

Metaflow Reviews

Metaflow

Netflix