AI that thinks in data
The future of AI development begins with understanding structured data. Not as an afterthought, but as a native capability.
The disconnect
Most of the world's valuable information lives in tables. Financial records, customer data, research findings, operational metrics. Structured, organized, meaningful.
Yet today's AI models treat this data as an afterthought. They excel at language, at images, at conversation. But when it comes to the structured data that powers businesses and research, they struggle.
The gap between how data exists and how AI understands it creates friction at every step.
A new foundation
Imagine AI that understands tables as naturally as it understands text. Models that recognize patterns in columns, relationships between rows, and the semantic meaning of structured data.
No more wrestling with preprocessing pipelines. No more forcing tabular data into formats designed for language. No more choosing between model performance and data fidelity.
Just AI that works the way your data already exists.
The journey
From raw data to deployed intelligence, a streamlined path that respects how you already work.
Bring your data
Connect the sources you already have files, databases, or APIs. We handle schema inference, column typing, and basic cleanup so your data is model-ready fast.
Be part of the foundation
We're building the future of structured data in AI. Join researchers and developers shaping what comes next.