Frontier Intelligence for Atomic-Scale Engineering

Power the next generation of material breakthroughs with real-time visibility, control, and automation for your manufacturing.

"I have been hoping that someone would do this for 20 years."

⸺ Staff Scientist, Leading Tool Company

Purpose-built to transform how you innovate.

Unlock the full power of your process data with AI

Streamline operations and compound knowledge with domain-aware intelligence that leverages 100% of your process data to power agents that scale innovation.

Accelerate development and qualification cycles

Hit yield milestones faster by predicting material properties in real-time with 10x greater accuracy and extracting 43x more useful information from your process.

Empower your organization with domain-aware agents

Generate real-time insights and actions with autonomous agents that learn from your process history and are grounded in physics-rich context.

Exploding complexity and process demands are pushing organizations to their limit.

Fabs generate more data than ever, but only a fraction of the useful signal is extracted, leaving critical insights on the table and decisions made without a full picture.

Compounding this, gold-standard quality checks only come back after production is complete, so problems aren't caught when they could actually be corrected.

The result: teams don't have clear visibility or precise control over how materials actually evolve during production, and the cost shows up as doomed runs, yield loss, and delayed scale-up.

THE ATOMSCALE DIFFERENCE

Our frontier models elevate your team's process intelligence and automation.

Capture

Connect, unify, and enrich 100% of your process data into a context-rich intelligence layer that makes every signal available for analysis and decision-making.

Understand

Get real-time, continuous visibility into the health of your fabrication with intelligence that surfaces anomalies and accelerates resolutions.

Improve

Apply adaptive process control that understands and adjusts to how growths are developing to drive higher yields, faster scale-up, and reliable production.

Learn more about how Atomscale works

Atomscale for

Organizations

Real-time intelligence to understand operations across your fab.

Data Teams

Self-updating, structured, physics-rich datasets ready for analysis.

Process Teams

Agentic copilots for understanding, diagnosing, and improving growths.

THE ATOMSCALE ADVANTAGE

Bringing together cross-domain expertise.

We're materials scientists and engineers who've spent our careers applying AI and computational modeling to the frontier of materials problems.

Along the way, we saw the same pattern: the signals needed to address complex manufacturing problems existed in the data, but conventional workflows couldn't extract it in real-time and act on it intelligently to improve production outcomes.

So we built Atomscale: a platform that gives organizations turnkey, frontier intelligence, tailored to augment their expertise and help them solve their most pressing challenges.

University of Pennsylvania logoUC Berkeley logoUniversity of Notre Dame logoMIT logoMaterials Project logoSemi Research Co logoBlackhorn Ventures logoInnospark Ventures logoArgon Ventures logoFirst Star Ventures logoDorm Room Fund logo
University of Pennsylvania logoUC Berkeley logoUniversity of Notre Dame logoMIT logoMaterials Project logoSemi Research Co logoBlackhorn Ventures logoInnospark Ventures logoArgon Ventures logoFirst Star Ventures logoDorm Room Fund logo
University of Pennsylvania logoUC Berkeley logoUniversity of Notre Dame logoMIT logoMaterials Project logoSemi Research Co logoBlackhorn Ventures logoInnospark Ventures logoArgon Ventures logoFirst Star Ventures logoDorm Room Fund logo
University of Pennsylvania logoUC Berkeley logoUniversity of Notre Dame logoMIT logoMaterials Project logoSemi Research Co logoBlackhorn Ventures logoInnospark Ventures logoArgon Ventures logoFirst Star Ventures logoDorm Room Fund logo
Learn more about our mission

The Atomscale Promise

Your partners from first conversation to measured outcomes.

Atomscale isn't just a product, it's a partnership. We integrate seamlessly into your team and existing workflows, meeting you where you are to demonstrate what's possible and collaborate on adoption and rollout.

Meet with us to discuss your problem and understand your goals. We request and analyze your pilot data on our platform, show you what signals exist, and demonstrate specific improvements tied to your KPIs.

Your organization discovers new opportunities to improve operations from existing data.

Explore the Future, Today

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