This Startup Just Raised $11 Million to Fix the Spare Parts Industry's Biggest Headache

Jan de Vries · 2026-07-30

The spare parts industry doesn't get a lot of attention. It's not flashy. It doesn't make headlines. But it's the quiet backbone of the physical economy — the thing that keeps cars rolling, machines running, and factories humming. Now, a London-based startup called Intropy is betting that this overlooked industry is ready for a serious upgrade. The company just raised $11 million in Seed funding to build what it calls an AI-native operating system for spare parts businesses. ### The Funding Round Felix Capital led the round, with participation from Quiet Capital and existing investors General Catalyst and firstminute capital. That's a solid group of backers for a company that's only been around since 2024. Intropy was founded by Franziska Kirschner and YihKai Teh. Kirschner, the CEO, puts it simply: "The physical economy is sustained not only by what we build, but by our ability to keep it working. Spare parts make that possible, yet many of the industry's most important decisions still rely on fragmented systems and manual work." She's not wrong. If you've ever worked in distribution, you know the pain. Spreadsheets everywhere. Legacy software that was built before the internet was a thing. Phone calls to track down inventory. It's a mess. ### The Problem: Decades-Old Software Here's the thing about the spare parts industry: a lot of it still runs on software designed decades ago. Critical decisions — how much stock to hold, where to place it, when to change a price, which inventory is becoming obsolete — often require teams to manually review hundreds of thousands of individual SKUs. That's not an exaggeration. We're talking about millions of data points that need to be analyzed, and most companies are doing it by hand. And the challenges are getting worse. Tariffs, rising fuel and operating costs, uncertain repair volumes, and increasingly complex vehicles and machines are putting more pressure on parts businesses than ever before. The information needed to make better decisions is fragmented across ERP systems, warehouse platforms, spreadsheets, images, documents, and even phone conversations. ### What Intropy Actually Does Intropy isn't building another dashboard. That's a key point. The company is building an AI-native operating system that can make and execute decisions autonomously — not just recommend them. Here's how it works: - It connects directly to existing ERP and operational systems - It aggregates fragmented structured and unstructured information - It automates decisions around demand prediction, inventory distribution, obsolescence management, and dynamic pricing - It executes those decisions automatically, without requiring employees to review every single recommendation So instead of a system that says, "Hey, you might want to lower this price," Intropy just does it. Instead of flagging that inventory is sitting too long, it moves it or marks it down. The goal is to move businesses from periodic, reactive reviews to proactive decisions that update continuously as market conditions change. YihKai Teh, co-founder and CTO, explains the vision: "Every machine made from multiple components will eventually need spare parts, whether it is a car on the road today, an autonomous vehicle of tomorrow or a robot supporting humanity on Mars. We're building the intelligence layer that understands the extraordinary complexity of spare parts: what fits, how it performs and when it is needed, so parts businesses can make better decisions." His favorite line? "The best user experience is when the user needs to do nothing at all." ### The Results So Far Intropy says its technology has already processed more than $10 billion in parts demand since launch. Customers are reporting returns on investment of more than 10x. That's a strong start for a company that's barely a year old. ### What's Next The company plans to use this capital to accelerate product development, expand its engineering and machine learning teams, and open a New York office as it grows its presence in the United States. It will also continue expanding across Europe. It's a smart move. The U.S. is a massive market for spare parts, and having a physical presence there could help Intropy win over American distributors and manufacturers who are tired of outdated tools. ### Why This Matters Here's the bigger picture. The spare parts industry has been ignored by tech for too long. Most software vendors focus on the shiny stuff — customer-facing apps, marketing automation, e-commerce platforms. But the back-end operations that keep the physical economy running? Those have been left to rot. Intropy is trying to change that. And with $11 million in fresh funding, it's got the resources to make a real dent. If you're in the spare parts business, this is worth watching. If you're not, it's still a reminder that some of the biggest opportunities in tech are hiding in the least glamorous places.