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