Data infrastructure for scientific agents
Building scientific research agents will require better, richer data.
Our mission is to make scientific research agents as useful as possible to practicing scientists. We partner with university labs to transform the full context of their research into training and evaluation environments.
Beyond the publication
A published paper is only the final frame. The richer scientific record lives in the context around it: the false starts, raw measurements, intermediate analyses, and expert decisions that make the result trustworthy.
Research agents need this context to learn how science actually unfolds. We believe the best source of this data is the scientists themselves—they know their work best, and their judgment is reflected in the artifacts they create.
From research record to scientific environment.
We handle the technical, institutional, and commercial work required to make valuable scientific context useful to research agents.
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01
Partner
We identify research projects where rich context can support a meaningful scientific task.
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02
Structure
We organize raw data, tacit decisions, and verification signals into structured formats that preserve their scientific meaning.
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03
Build
We create rigorous training and evaluation environments that reward valid scientific work.
For university labs
Your research record becomes more useful—to your lab and to the field.
The process gives university labs a cleaner, more durable version of their own work: easier to inspect, reproduce, hand off, and extend.
- Preserve negative results and tacit knowledge
- Make projects easier to hand off and reproduce
- Identify missing metadata and fragile workflows
- Earn shared revenue and access our internal research
Bridging the gap between university labs and frontier AI.
University labs hold the context that research agents need, but they shouldn't have to navigate the packaging, legal, and commercial complexity alone.
New Atlantic handles the heavy lifting to turn high-context university research into durable infrastructure. We ensure our partners stay connected to downstream value by sharing revenue and our own internal research back with the originating scientists and universities.
Work with us