Case Studies

See how Flyte™, the Union engine, enables data & AI teams.

We manage the infrastructure so you can build what matters

Wayve Accelerates Autonomous Driving Innovation with Flyte’s Scalable Orchestration

Wayve is a leading end-to-end Embodied AI developer for assisted and autonomous driving.

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“The ability to massively parallelise computations using map tasks, and without having to depend on other frameworks accelerates our team’s development lifecycle. The researchers focus on the science rather than learning compute frameworks.”

Tom Newton
Tom Newton
Software Engineer, Wayve
Use Case: 
AI
Industry: 
Autonomous Driving

Cradle accelerates ML development for its protein design models by using Flyte™

Cradle is a leader in the relatively nascent but quickly growing field of synthetic biology.

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“Without Flyte, we couldn’t have done what we’ve done so far with the people that we have. You need a workflow orchestration engine if you’re going to do ML at our level, and Flyte is the best one.”

Eli Bixby
Eli Bixby
Co-Founder
Use Case: 
ML
Industry: 
Synthetic Biology

How Porch used Union to migrate off Airflow & consolidate its data & ML operations

Porch is a new kind of insurance company on a mission to partner with home service companies to delight homeowners from moving to improving and everything in between.

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“Without Flyte Agents, we would need to refactor our legacy models by recreating them, evaluating performance, productionizing, etc. This is not trivial, and no business wants to take on this type of effort, especially if the model is not broken. We were able to save nine months of engineering time by avoiding any code changes, and simply lifting and shifting our Airflow code and running it with Union.”

Shih-Gian Lee
Shih-Gian Lee
Senior ML Engineer
Use Case: 
ML
Industry: 
Vertical Software Platform

Artera leverages Union in its mission to personalize cancer therapy

Artera uses Union to power its AI-enabled predictive and prognostic cancer tests. Artera runs inference predictions on the Union platform by interpreting patient data and biopsy slides to help clinicians determine a patient’s risk level and whether the patient will benefit from a certain therapy.

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“With Union, we can co-locate pod specifications and compute resource requirements directly with our tasks and workflows. It reduces at least by 2x the time it takes to make changes to the compute resources for our workflows.”

Reda Oulbacha
Reda Oulbacha
ML Developer at Artera
Use Case: 
AI
Industry: 
Healthcare

Union lightens the load for Delve Bio

To process metagenomic data to diagnose infectious diseases fast, the San Francisco startup turned to Flyte workflows. 

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“I think bioinformaticians are gravitating towards systems like Flyte. If you can already write Python code, implementation is easy! It's very satisfying to just decorate a function and then see it spin up a node.”

Brian O'Donovan
Brian O'Donovan
PhD, Head of Bioinformatics
Use Case: 
Bioinformatics
Industry: 
Healthcare

How Warner Bros. Discovery keeps its media streams flowing

Created by a merger of WarnerMedia and Discovery Inc. in 2022, Warner Bros. Discovery is growing ahead of schedule. The streaming company added 1.6 million subscribers and announced that it expects to turn a profit in 2023, two years ahead of its guidance to investors. 

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“I’ve been working with Flyte for no more than six months, and we have already productized several models. And we’re in the process of migrating all of the Airflow training pipelines into Flyte.”

Frank Shen
Frank Shen
ML Platform Engineer at Warner Bros. Discovery
Use Case: 
Data
Industry: 
Media & Entertainment

How Kineo achieves business goals with Flyte™

Berlin-based Kineo provides AI solutions to clients in many industries. To deliver those solutions efficiently at scale, Kineo had to solve workflow challenges from its Kubeflow orchestration platform: lack of support for local execution, time-consuming code conversions from Jupyter Notebook to pipeline, and limited ML type support.

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“We really think that there’s business value using AI in every industry.”

Jan Fiedler
Jan Fiedler
MLOps Engineer at Kineo
Use Case: 
AI
Industry: 
Information Technology

How MethaneSAT is using Flyte™ to power a global methane-reduction mission from space

When MethaneSAT launches in October 2023, the satellite — a joint American-New Zealand mission — will measure methane emissions across the globe. The goal? Reduce the harmful greenhouse gas by 45% by 2025. 

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“We’re really excited about the capabilities that this project will enable us to do, and Flyte’s going to get us there.”

Nicholas LoFaso
Nicholas LoFaso
Senior Platform Software Engineer at MethaneSAT
Use Case: 
Data
Industry: 
Environment

How Stash cut pipeline compute costs by 67% with Flyte™

Frustrated with its “homegrown” process for pipeline management, Stash evaluated several popular workflow orchestration platforms before choosing Flyte™, the engine that powers Union. The switch cut provision and model execution time as well as dropping costs. 

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“We want to make writing a workflow for people’s jobs pleasant and straightforward. … [I]f it’s not simple and easy, people aren’t going to adopt the technology, so this one was a really big one for us.”

Katrina Palen
Katrina Palen
ML Platform Engineer at Stash
Use Case: 
ML
Industry: 
Financial Technology

Why Blackshark.ai chose Flyte™ to support earth’s ‘Digital Twin’

Blackshark.ai is an Austrian startup that generates real-time, accurate, searchable and photorealistic digital 3D maps of the infrastructure of the entire planet.

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“We don't want to be limited to a single cloud provider, so having the ability to run everything through Kubernetes is is amazing for us.”

Maarten de Jong
Maarten de Jong
Python Developer at Blackshark.ai
Use Case: 
ML
Industry: 
Artificial Intelligence

To deliver complex financial reports, Spotify turns to Flyte™

Spotify is a digital music, podcast, and video service that gives access to millions of songs and other content from creators all over the world. As a product, Spotify comprises...

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“For data scientists, being able to get up and running on Flyte™, and getting all of this stuff for free, is a really big win.”

Dylan Wilder
Dylan Wilder
Engineering Manager at Spotify
Use Case: 
AI
Industry: 
Audio Streaming + Podcasting

To drive its growing services, Gojek looks to Flyte™

Gojek is an on-demand multi-service platform and digital payment technology group operating in Southeast Asia. It has 20+ services ranging from food, transportation to payments and entertainment. In 2021, the Gojek ecosystem contributed 1.7%....

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“For data, our platform has to scale to handle an order or two of magnitude [more] than what we currently have. We are happy with our experience so far with Flyte™.”

Pradithya Aria Pura
Pradithya Aria Pura
Principal Software Engineer at Gojek
Use Case: 
Data
Industry: 
Logistics