No More Wrong Parts: AI That Gets It Right
Obsidian Labs helps distributors and workshops cut errors, reduce costs, and speed up repairs with AI‑powered auto parts cross‑referencing.
About
At Obsidian Labs, we’re dedicated to revolutionizing the way distributors and workshops find and match automotive parts.
With proven expertise in artificial intelligence and a passion for solving one of the aftermarket’s biggest inefficiencies, our team is redefining cross‑referencing with speed, accuracy, and trust.
Backed by decades of experience in AI, technology transfer, and entrepreneurship, the Obsidian Labs founders have already secured partnerships with leading global players, achieving 99% accuracy in our pilots.
Our Services
What we do
01
AI‑Powered Cross‑Referencing
Our machine learning engine delivers 99% accurate part matching by mapping OE, aftermarket, and competitor numbers — saving time, cutting errors, and ensuring the right fit every time.
02
Unified Smart Catalog
Our system automatically integrates the latest OE and aftermarket data, ensuring your catalog stays up‑to‑date and reducing reliance on manual entry. This means faster updates, fewer errors, and greater confidence in every part lookup.
03
Accuracy & Trust at Scale
Our AI ensures unmatched reliability across thousands to millions of lookups. Every result is verified through advanced algorithms, giving distributors and workshops complete confidence in every part matched.
Blog
Insights & Analysis
Market trends
Why Wrong Auto Parts Cost the Aftermarket Billions — and How AI Cross‑Referencing Solves It
Market trends
The Future of the €500B Aftermarket: Why Cross‑Referencing Is the Key to Growth
Ready to End Wrong Parts Forever?
Explore our AI‑powered solutions and take the first step towards faster, more accurate, and more reliable parts matching — at scale!
F.A.Q.
Find answers to commonly asked questions about our services and trading strategies
What exactly does Obsidian Labs do?
We provide an AI‑powered platform that cross‑references automotive parts with 99% accuracy, helping distributors and workshops instantly find the right part by mapping OE, aftermarket, and competitor numbers.
How is this different from existing catalog solutions?
Unlike static databases, our system uses machine learning that continuously improves with every lookup. This means faster updates, higher accuracy, and fewer wrong‑part returns.
Who can use your solution?
Our platform is designed for distributors, wholesalers, workshops, and e‑commerce marketplaces in the automotive aftermarket. Whether you manage 10,000 or 1 million SKUs, Obsidian Labs scales with your needs.
How do you charge for the service?
At the start, we operate on a Pay‑Per‑Cross model — you pay only for successful matches. As we grow, we’ll also offer subscription plans and enterprise data services.
How accurate is the system?
We achieved 99% accuracy, outperforming leading competitors. This significantly reduces the risk of wrong orders, saving both time and money.
What’s your long‑term vision?
We aim to become the global standard in automotive parts cross‑referencing, making wrong parts a thing of the past and empowering the €500B aftermarket with AI‑driven efficiency and trust.
“Working with Obsidian Labs has been a game‑changer for us. Their cross‑referencing solution achieved an accuracy level we didn’t think was possible, drastically reducing errors and saving our team countless hours. What used to take us weeks is now done in a fraction of the time — and with far greater confidence in the results.”
Mark Johnson
Senior Catalog Manager
Ready to End Wrong Parts Forever?
Don’t let catalog chaos slow you down — start using AI‑powered cross‑referencing today and give your business the speed, accuracy, and trust it deserves.
