Story
How Linamar Runs Operations Automation on Ink
Linamar, a consumer discretionary organization in Canada, uses Ink from Cartesia to support operations automation for ops and platform teams.
Value results
| Category | Value result |
|---|---|
| Productivity | Fewer stalled items because task agents has a clear owner |
| Productivity | Handoffs in operations automation sit in a shared queue instead of a mailbox trail |
| Capability | New joiners can see how operations automation actually runs |
Story
Linamar is based in Canada and runs consumer discretionary operations at a scale where task agents cannot live in side channels. Ops and platform teams were reconciling competing copies of the same work, which slowed operations automation and hid who owned the next step.
The company runs operations automation on Cartesia, with Ink as the product ops and platform teams actually open. Cartesia develops real-time voice AI, including Sonic text-to-speech and Ink speech-to-text, for conversational products and agents. For Linamar, that means ops and platform teams can open one workflow, see task agents, 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 task agents.