Illuminating Materials Data

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NSF-Backed Innovation

Driving the next generation of material science research.

The Opportunity

  • Working with materials data still relies heavily on human expertise
  • Outdated and bespoke data solutions hinder the materials industry
  • 99% of materials data is lost, redundant, or lacks business value
  • AI development for materials R&D spends 95% of the time cleaning data

$2.1T

Advanced Materials Market

4.5% CAGR

Human-Made Materials Now Outweigh Earth's Living Biomass

Today's Challenges

  • Urgent need for AI-driven solutions
  • Materials engineering workforce decline (1980-2004):

    • Nonferrous: -86.67%
    • Steel: -85.00%
    • Alloy: -90.00%

    ...and institutions are struggling to retain expertise

Shape the future of materials innovation

Help solve one of the toughest challenges in materials science and drive progress in sustainability, innovation, and national security