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Labric

Automates data integration and AI analysis

Overview

Labric provides automated data integration and AI-powered analysis tools for materials science R&D. It builds custom data infrastructure through a white-glove service that connects and structures data from lab equipment and spreadsheets, eliminating manual data wrangling and enabling immediate insights via smart visualizations and experiment reports. The company differentiates itself by delivering end-to-end, tailor-made data infrastructure for scientific teams, backed by the founders’ combined expertise in computer science and materials science. Its goal is to make scientific data easily accessible and to accelerate discovery by making research data management more efficient.

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About Labric

Simplify's Rating
Why Labric is rated
C
Rated B on Competitive Edge
Rated C on Growth Potential
Rated D+ on Differentiation

Industries

Data & AnalyticsEnterprise SoftwareAI & Machine Learning

Company Size

1-10

Company Stage

Seed

Total Funding

$130K

Headquarters

San Francisco, CA

Founded

2025

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Simplify's take

What believers are saying

  • October 17, 2026 enterprise page adds SOC 2 progress and SSO requirements.
  • Labric now targets pharma, biotech, and advanced materials with multi-site workflows.
  • October 8, 2026 features show one-week deployment and event-driven automation across experiments.

What critics are saying

  • Two-person team and $500K pre-seed funding limit enterprise sales execution through 2027.
  • No public customer logos or case studies expose weak traction and pricing power.
  • If instrument integrations stall, Labric collapses into bespoke services instead of software.

What makes Labric unique

  • Labric supports 300+ instruments, plus custom parsers for legacy formats.
  • White-glove deployment on October 17, 2026 spans cloud, hybrid, and on-premise.
  • YC P25 backing and Stanford founders combine materials-science and database expertise.

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Funding

Total Funding

$130k

Below

Industry Average

Funded Over

1 Rounds

Notable Investors:
Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Below Average

Industry standards

$3.3M
$130k
$1.5M
$2M
$2.3M
$3M

Benefits

  • Company Equity

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