Story
Dataiku
RyanairHow Ryanair Runs Applied Machine Learning on LLM Mesh
Ryanair, an industrials organization in Ireland, uses LLM Mesh from Dataiku to support applied machine learning for data scientists and ML engineers.
LLM Mesh became the place Ryanair uses to train and ship models on the same lakehouse the business already trusts.
“Industrials work at Ryanair spans more than one site, even when headquarters sits in Ireland.”
“Data scientists and ML engineers asked for a shared way to run applied machine learning without freezing local judgment.”
Independent write-up. Figures come from public sources or are illustrative.
Value results
| Category | Value result |
|---|---|
| Capability | Data scientists and ML engineers work from the same LLM Mesh record for feature pipelines |
| Capability | Feature pipelines can be reviewed without waiting on a personal export |
| Capability | Named workflow replaces ad hoc routing for feature pipelines |
Story
Industrials work at Ryanair spans more than one site, even when headquarters sits in Ireland. Feature pipelines was splitting across regional habits. Data scientists and ML engineers asked for a shared way to run applied machine learning without freezing local judgment.
Dataiku (LLM Mesh) is what they standardized on. Dataiku is a universal AI platform that lets data teams and analysts collaborate on pipelines, models, and governed AI applications. Ryanair uses it as the system of record for feature pipelines, with data scientists and ML engineers as the primary operators and other groups coming in through the same queue.
Leaders get a picture they can actually walk. Teams get fewer mystery statuses. The story is about operating change, not an unpublished percentage.
