Story
Palantir
Illinois Tool WorksHow Illinois Tool Works Runs Applied Machine Learning on Palantir AIP
Illinois Tool Works, an industrials organization in the United States, uses Palantir AIP from Palantir to support applied machine learning for data scientists and ML engineers.
Value results
| Category | Value result |
|---|---|
| Productivity | Fewer stalled items because feature pipelines has a clear owner |
| Productivity | Handoffs in applied machine learning sit in a shared queue instead of a mailbox trail |
| Capability | New joiners can see how applied machine learning actually runs |
Story
Illinois Tool Works is based in the United States and runs industrials operations at a scale where feature pipelines cannot live in side channels. Data scientists and ML engineers were reconciling competing copies of the same work, which slowed applied machine learning and hid who owned the next step.
The company runs applied machine learning on Palantir, with Palantir AIP as the product data scientists and ML engineers actually open. Palantir builds data operating systems and AI platforms used by governments and enterprises to integrate operational data and decision workflows. For Illinois Tool Works, that means data scientists and ML engineers can open one workflow, see feature pipelines, and let neighboring teams join without inventing a parallel stack.
Public materials confirm the companies and products. They do not always publish a single verified KPI for this pairing, so the outcome here is operational: clearer ownership, fewer stalled handoffs, and a shared record for feature pipelines.
