You upload a photo of a crumpled bumper, a blurry shot from a garage floor. The AI doesn't just see a car part. It sees a 2018 Honda Civic Touring sedan, a specific trim level sold in North America, and the exact right replacement part number from a supplier in its network of 20,000. The promise is that you can stop typing "passenger side front fender liner" into a search bar that was never built for the task. The reality is that Partly has spent six years building the data infrastructure to make that promise work, not for you, but for the platforms you already use [TechCrunch, Dec 2022].
The data layer beneath the garage
Partly is not a consumer app. You will not download it. Its product surfaces are the search results on eBay Motors, the product listings on a Shopify store for a local auto shop, the internal procurement system for a Fortune 500 insurer. The company's bet is that the $1.9 trillion global auto parts market runs on chaos,a mess of incompatible part numbers, manufacturer-specific naming conventions, and fitment data locked in PDF catalogs [Callaghan Innovation, 2021]. Its wedge is to become the neutral, AI-powered data layer that cleans it all up. By mapping parts to specific vehicle makes, models, years, and trims, Partly gives marketplaces and sellers a way to guarantee fitment, which in turn reduces returns by 2.4x and speeds order processing by 9x for its OEM customers, according to the company [Partly, retrieved 2026].
From Rocket Lab to repair shops
The founding story is a classic startup pivot. Co-founders Levi Fawcett and Nathan Taylor were working on a different business when they ran headlong into the impossibility of reliably sourcing car parts online [Callaghan Innovation, 2021]. Fawcett, a former early engineer at aerospace company Rocket Lab, brought a systems-engineering mindset to a problem that was, at its core, a data normalization nightmare [TechCrunch, Dec 2022]. Their first backer was Rocket Lab founder Peter Beck, a signal of technical credibility in their home country of New Zealand [SmartCompany, Jan 2022]. The team has since built out a bench with enterprise pedigree, including a former Amazon executive and a head of talent from Airbnb's APAC operations [SmartCompany, Jan 2022] [Partly, Jun 2024].
Their traction is measured in suppliers integrated and platforms powered. The company works with over 20,000 suppliers and OEMs and has become the parts data backbone for major platforms like eBay and Shopify [TechCrunch, Dec 2022]. This infrastructure-as-a-service model has attracted a tier-one investor roster through several rapid funding rounds.
2021 Pre-Series A | 3.3 | M USD
2022 Series A | 21 | M USD
2026 Series B | 50 | M USD
The AI model built for grease and diagrams
The recent $50 million Series B, which valued the company at $500 million, is explicitly aimed at cracking the United States market, a $100 billion annual collision repair opportunity [SiliconANGLE, Jun 2026] [Instagram, 2026]. The capital will fuel the rollout of their most ambitious product: Interpreter. This is not a generic vision model. It's a multimodal AI trained specifically on automotive parts data, repair manuals, and technical diagrams [Partly, retrieved 2026]. Its job is to understand the language of repair,to ingest a photo of damage, a technician's written description, or even a hand-drawn sketch and output a structured parts request. This moves the company from being a passive database to an active participant in the repair workflow, a tool that could sit on a mechanic's tablet.
Where the wheels could come off
The ambition is vast, but the path is littered with operational complexity. Partly's moat is its dataset, a living entity that must constantly ingest new parts for new vehicle models and reconcile discrepancies across global markets. Expansion into the US introduces not just new customers, but a fragmented regulatory landscape with fifty different state-level requirements. Furthermore, the company faces an established competitive field.
| Competitor | Primary Focus | Key Difference from Partly |
|---|---|---|
| PartsTech | Repair shop procurement | Direct marketplace for shops vs. Partly's infrastructure layer |
| RockAuto | Online parts retailer | Consumer-facing e-commerce vs. Partly's B2B data service |
| Titan DMS | Dealership management system | Vertical software for dealerships, often including parts modules |
The company's answer to these risks is its focus on being a neutral platform. By powering others rather than competing with them, it aims to avoid the channel conflict that could arise from building its own marketplace. Its enterprise deals with large insurers and OEMs provide anchor customers that help fund the relentless data curation work.
The next twelve months
With 43 open roles listed as of mid-2026, Partly is in a hiring sprint, particularly for US-based go-to-market and engineering roles [EngRadar, Jul 2026]. The next milestone to watch is the commercial adoption of Interpreter beyond early pilots. Can it move from a clever demo to a daily tool that measurably reduces the time between a crash and a parts order? The company's valuation now implies it must not only own the data layer but also become the intelligence layer for the entire repair ecosystem.
The cultural question Partly is answering is one of trust in a digital age. It asks if we can feel confident that the obscure plastic clip a computer vision model identifies for us is, in fact, the correct one. It bets that beneath the physical world of grease and steel, there is a layer of perfect information waiting to be uncovered, and that the act of repair itself can become a search query. The garage floor has always been a place of intuition and experience. Partly is building the case that it should also be a place of precision.
Sources
- [Callaghan Innovation, 2021] Partly: Driving change in the auto parts industry | https://www.callaghaninnovation.govt.nz/stories/driving-change/
- [SmartCompany, January 2022] Why this executive believes a Kiwi auto parts startup could replicate Amazon’s growth | https://www.smartcompany.com.au/startupsmart/amazon-kiwi-startup-partly-auto-industry/
- [TechCrunch, December 2022] Ex-Rocket Lab engineer raises $21M for Partly to make buying car parts easier | https://techcrunch.com/2022/12/12/ex-rocket-lab-engineer-raises-21m-for-partly-to-make-buying-car-parts-easier
- [Partly, retrieved 2026] About Us | Partly | Our mission, ethos and leadership | https://www.partly.com/about
- [SiliconANGLE, June 2026] Partly raises $50M at a $500M valuation to crack the US auto parts market | https://siliconangle.com/2026/06/23/partly-raises-50m-500m-valuation-crack-us-auto-parts-market/
- [Instagram, 2026] How has a $875.4B global market opportunity remained untouched by... | https://www.instagram.com/p/Da2ix0SGGfe/
- [EngRadar, July 2026] Partly Engineering Jobs | https://engradar.com/companies/partly-com
- [Partly, June 2024] Company update on leadership | https://www.partly.com/about