About Us
We're a team of ML engineers and researchers based in Pittsburgh, working at the intersection of cutting-edge research and practical application.
Our Mission
The gap between what's possible in AI research and what's deployed in production is enormous. Our mission is to close that gap.
We believe the best AI systems come from deep understanding of both the technology and the problem domain. That's why we combine academic rigor with startup speed, reading the papers and shipping the code.
Our Roots
Based in Pittsburgh, we're part of one of the world's great AI research communities. Our team includes engineers from Carnegie Mellon and experience at Google, Tesla, and Samsung.
This gives us a unique perspective: we understand both the frontier of research and the realities of enterprise deployment. We speak both languages fluently.
How We Work
Every solution we build is informed by the latest advances in machine learning research. We read the papers, run the experiments, and implement what works.
Research without deployment is just a hobby. We engineer systems that work reliably at scale, with proper monitoring, fallbacks, and maintainability.
We don't push technology for technology's sake. We start with business problems and work backwards to the right technical solutions.
We work as an extension of your team, not as outsiders. Knowledge transfer and capability building are part of every engagement.
Our Journey
Started as a research consultancy focused on bringing academic ML research to industry applications.
Deployed production ML systems for Fortune 500 clients in manufacturing and healthcare.
Expanded focus to large language models, fine-tuning, and alignment following the GPT-3 revolution.
Built autonomous AI agent systems and multi-agent frameworks for complex reasoning tasks.
Continued growth with focus on foundation models, world models, and AI safety research.
Whether you're looking to build AI systems or join our team, we'd love to hear from you.