AI Lab.Applied Engineering.Building AI for the Real World.
applied ai lab
Aurelio is an AI-first engineering lab — building AI software for the real world. Our unique approach to AI focuses on control, predictability, and most importantly — AI that works when released into the wild. Our clients range from in-stealth startups to Fortune 500 megacorps. There are few (if any) independant AI labs that have delivered successful projects at the scale that we have.
Real World AI
Aurelio AI has been building AI applications for years. Through our client-work, we have launched several successful high-scale AI products.
Open Source
We have developed several popular AI frameworks. Such as GraphAI and Semantic Router, collectively used by thousands of AI Engineers.
LangChain Experts
Our team has been building with LangChain since it's inception. We have been official LangChain Experts since 2024.
Our Expertise
We focus on AI infra, agentic workflows, retrieval augmented generation (RAG), semantic routing (which we created), and more.
customers
Here's what people are saying about us.
"Finding the right partner to help us build AI solutions into our product was challenging. The market is currently saturated with self-proclaimed 'AI experts,' but their knowledge often proved to be shallow. When you speak to James you'll immediately notice that he truly understands what he's talking about. He provides clear explanations, direction, and practical guidance on what is and isn't possible. I cannot express enough how efficient and productive meetings can be when speaking to actual engineers who are genuinely experienced in their domain."
Nick Zimmerman, Head of Product
@Intermate
"Working with Aurelio, under the adept leadership of James, has been a transformative experience for us. They have proven to be invaluable and thoughtful partners in our AI design and build projects. Their particular expertise in addressing complex retrieval challenges stands out, making them a trusted ally in the ever-evolving AI space. I wholeheartedly recommend Aurelio to any organization looking for excellence and dedication in AI solutions."
Andrew Smith Lewis, Founder and CEO
@Alai Studios
"As the CEO of Fast Medical AI, I highly recommend Aurelio AI. Under the leadership of James, their team delivered a top-notch AI backend for our models, demonstrating exceptional skills in NLP and Vector Search. Their innovative and efficient solutions are perfectly tailored to meet specialized industry demands. Aurelio AI is an invaluable asset in the AI technology sphere."
Christian Carrasquillo, CEO
@Fast Medical AI
"James and Aurelio have been part of the Auguria.io team for well over a year. Actively shaping the direction of our products and ensuring our R&D is spent wisely and efficiently. The impact on our team has been enormous, it is a crucial part of our team's success story."
Chris Coulter, Co-founder and CTO
@Auguria
Semantic Router is a superfast decision-making layer for your LLMs and agents. Rather than waiting for slow, unreliable LLM generations to make tool-use or safety decisions, we use the magic of semantic vector space — routing our requests using semantic meaning.
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