Labric recently launched!

Launch YC: Labric – The Data Layer for Scientific Research 🧪

"Powering scientific breakthroughs with AI and AI-ready data systems."

Founded by Caitlin Hogan & Connor Hogan

Who The Founders Are

Caitlin led data infrastructure at a materials science startup for 4 years, building from the ground up. Connor previously worked on database products at Google. The Labric team combines deep technical chops with a first-hand understanding of lab chaos.

Labric makes data and AI infrastructure for scientific research labs. They unite hundreds of scattered data sources, especially lab instruments, into one central nervous system for the lab.

https://www.youtube.com/watch?v=53OqAmNzEZA

The Problem

Despite pushing the boundaries of chemistry, biology, and materials science, many of the world’s top research labs still run on outdated tools. Lab instruments dump data into Excel spreadsheets. Scientists email these files to themselves. In some cases, labs shell out for clunky custom databases built by consultants that are rarely maintained, and never integrated with modern analysis tools.

The result? PhDs spend hours cleaning and wrangling data instead of making scientific breakthroughs. Labs operate with fragmented, siloed information, unable to collaborate effectively or scale insights across projects. The friction is so normalized, it's invisible — but it's one of the biggest bottlenecks in research today.

What The Founders Built

Labric is a modern data platform purpose-built for scientific labs. They bring your lab into the 21st century, without forcing you to abandon your workflows.

Here’s how:

  1. Instrument Data Streaming: A lightweight app installed on lab computers streams experiment data into a centralized, structured system.
  2. Data Consolidation: Labric integrates seamlessly with Notion, Excel, Sheets, and Drive, bringing all your data together in one place.
  3. Web Platform: Access, search, and analyze all your lab’s data in one unified interface.

With AI integrated at every layer, the team at Labric are unlocking smarter, faster research without sacrificing reproducibility or context. They've already seen how better data infra can lead to more collaboration, better experiments, and more time doing real science.

Why This Matters

AI is transforming how science is done, but only if the data is structured, contextual, and accessible. Without that, teams lose reproducibility, miss key insights, and underuse AI’s potential. Labric is the missing layer enabling real scientific AI — not just hype. They strongly believe this has the potential to 10-100x scientific output per dollar.

Learn More

🌐 Visit www.labric.co to learn more.
🤝 If you know anyone working in a lab, building science-heavy startups, or investing in deep tech, the founders would love to talk.
📧 Reach out to them via email here. Let’s bring scientific discovery into the modern age.
👣 Follow Labric on LinkedInX.

Image Credits: Labric
Posted 
May 30, 2025
 in 
Launch
 category
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