Xtrium.ai | AI Computational Materials Discovery Platform
AI Material Discovery Platform AI Material Discovery Platform

Turn your materials into revenue. Or find the perfect alternative instantly.

Turn your materials into revenue. Or find the perfect alternative instantly.

The Problem

Before XTRIUM:

  • 68% of aerospace alloys used below 50% of their potential
  • 14-month lead times for critical materials (McKinsey)
  • R&D cycles take 12–18 months just to validate a substitute
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Discover new applications
De-risk your Supply Chain
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After XTRIUM:

  • Discover non-obvious, revenue-generating applications in new industries
  • Find alternative materials that meet performance, cost, and sustainability needs
  • Instantly connect with vetted suppliers—no more sourcing chaos

How XTRIUM Works

Discover new applications

  • AI Matching Engine: Graph neural networks + coherence maps analyze 1M+ property combinations

  • Cross-industry Discovery: Suggests novel use cases across aerospace, semiconductors, automotive, and other industries

  • Substitute Finder: Recommends cheaper, geographically diverse, sustainable materials with supplier data

  • Marketplace Layer: Connects buyers and sellers to transact on materials and close the loop

Who It's For

📌 Materials Manufacturers

  • Monetize excess or underused inventory
  • Discover new markets and applications
  • Win new business in adjacent sectors

📌 Product Developers & OEMs

  • Instantly find substitutes during shortages
  • Reduce risk with verified supplier info
  • Hit sustainability targets with better material choices
Our mission values

Proof / Traction

✅ 1M+ materials indexed

✅ 1,000+ vetted applications

✅ 1B+ combinations mapped

✅ Paid POC with large materials manufacturer

✅ 5 additional pilots in advanced talks

Why We’re Different

Feature XTRIUM ChatGPT Other Materials Discovery Platforms
Cross-industry matchingPurpose-built GNN + Coherence Maps for material-to-applicatio n matchingGeneral language model with no built-in industry-specific matchingUsually domain-specific AI or search tools, often limited to one industry or material type
Supplier & demand integrationDirect access to capacity, lead time, and cost dataNo native integration with supply chain or production dataTypically no real-time supplier/demand data; requires manual sourcing
Sustainability insightsTracks circularity, CO₂ footprint, and certificationsCan discuss sustainability but does not provide live, verified metricsMay include basic sustainability info; often focused on compliance, not full lifecycle impact
Marketplace connectivityBuilt-in buyer-seller connection (marketplace coming soon)No marketplace or transaction capabilityRarely offers direct buyer-seller matchmaking; usually separate from discovery platform
Our mission values
  • ⏱ Reduce R&D cycles by up to 40%
  • 🌍 Increase recyclable material usage by up to 45%
  • 📉 Cut supply risk by up to 30%
  • 💰 Open up 2–3x more revenue opportunities per material
  • 🔎 Discover applications in minutes, not months
Discover new applications
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Discover new applications

Just specify your material properties and we match it to real-world uses, markets, and revenue streams. Our AI material discovery platform connects your data to real-world demand across industries.

No guesswork. No delay.

De-risk your
Supply Chain

Identify flexible, sourcing options that boost resilience and ensure business continuity. Our materials science AI helps identify sourcing paths that align with both availability and performance.

Connect with buyers and suppliers

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De-risk your Supply Chain
Find sustainable alternatives
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Find sustainable alternatives

Drop in a product spec we deliver greener, cost-effective options that lower risk and improve supply chain resilience. Using computational materials discovery, we surface alternatives that balance sustainability, performance, and availability.

Find better materials

About Us

At XTRIUM, we transform material application discovery from a serendipitous adhoc process to one based on data.

Founded to address slow innovation cycles, we empower industries by reducing application discovery from months to minutes.

Our AI material discovery platform enables businesses to unlock new revenue streams while aligning with your compliance goals.

Learn More about Our AI Material Discovery Platform

Use Cases

step-1

R&D / Innovation Teams

Uncover high-impact applications for your materials fast

Accelerate discovery by instantly matching materials to new use cases across industries using our AI material discovery platform.

Reduce R&D cycles from months to minutes with data-backed recommendations.

step-2

Strategic Marketing / Business Development

Turn materials into new markets and revenue streams

Identify adjacent applications and industry opportunities for your existing portfolio.

Win new customers, expand TAM, and position your materials for growth with evidence to back it. Our materials science AI tools ensure your materials stand out in the most promising sectors.

step-3

Sourcing Teams

Find better alternatives without breaking the chain

Discover cost-effective, sustainable substitutes with built-in supply visibility.

Our AI material discovery platform helps sourcing teams cut risks and reduce time spent searching.
Use computational materials discovery to future-proof your materials pipeline—all in one place.