Case Study: Deliveroo streamlines ML workflows with Outerbounds Metaflow

Deliveroo’s Recipe for Streamlined ML From Argo to Metaflow

Deliveroo, a major food delivery company, faced significant challenges with its and Argo Workflows tooling. These issues created deployment bottlenecks and a high volume of support requests, hindering the productivity of its ML teams. To address this, they partnered with Outerbounds to implement Metaflow.

By adopting Outerbounds' Metaflow, Deliveroo's ML engineers gained a Python-centric platform that streamlined development and deployment. The solution resulted in a marked decrease in support requests and slashed model pipeline versions in days instead of weeks and

Deliveroo

Thomas Furmston

ML Platform Engineer