AI parts startup Partly moves its global HQ to Austin, plans a U.S. hiring push

AUSTIN — Partly, an AI company building software for the auto-repair and parts industry, has moved its global headquarters to Austin from New Zealand and closed a $50 million Series B round led by DST Global Partners that values the business at $500 million. The relocation coincides with the company's formal entry into the United States, the world's largest vehicle-repair market.

Rather than build on top of a general-purpose language model, Partly spent roughly five years developing a specialized foundation model, called Interpreter, trained on manufacturer agreements, proprietary parts catalogs, human feedback and synthetic data. The system is meant to read text, technical diagrams and photos together to validate parts lists, identify damaged components and catch procurement errors — tasks complicated by the fact that a single vehicle can involve thousands of parts that vary by trim, production date and region. Partly counts automakers including Toyota and Hyundai among its users.

Why it matters

Partly is the latest company to make Austin its base of operations rather than the coasts, citing the city's engineering talent and lower costs. It plans to use Austin as its U.S. hub and hire across engineering, product and business development, with the company signaling it expects to more than double its local headcount over the next few years. The move adds to a run of AI firms betting that deep, industry-specific data — not general chat models — is where durable value lies, and it gives Austin another foreign company planting its flag in Texas.