Frontier Process Intelligence
for the Future of Materials Synthesis

Get ahead of your technology roadmap with real-time visibility, control, and automation for your atomic-scale fabrication.

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

⸺ Staff Scientist, Leading Tool Company

Unlock innovation with real-time visibility,
adaptive process control, and agentic automation.

Capture

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

Connect your fab

Stream data from all of your tools and instruments for real-time observability across your entire fab.

Unify your data

Combine tool logs, metrology, and characterization to establish a complete and unified record of each run.

Enrich process context

Extract key insights and structure to build a comprehensive understanding of your process for decision-making and automation.

Understand

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

Discover relationships

Identify complex relationships between your recipes, tools, and growths for optimization and control.

Model material state

Generate digital twins for each growth with predictive understanding of material state and properties.

Speak to your fab

Query and command your connected fab with natural language to uncover new insights and set up automated workflows.

Improve

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

Monitor process health

Gain real-time visibility into material state during live growths for real-time, layer-by-layer feedback.

Diagnose issues

Trace when and how a growth deviated, identifying specific variables to accelerate root-cause analysis and correction.

Control synthesis

Adjust growths precisely based on tool state and material responses for tighter process control and better outcomes.

Stay ahead of your technology roadmap.

Ultimately, manufacturing complex materials reliably requires real-time visibility into material state during growth and the means to respond to it intelligently, both of which are gaps in today's tools and software.

By providing real-time visibility into material state, adaptive process control, and agentic automation, Atomscale allows your organization to manufacture complex materials more reliably, at lower cost, and at the pace your roadmap demands.

Empower every level of your organization with frontier intelligence.

Atomscale integrates into how your organization and teams already operate and gives them new capabilities and leverage.

Your real-time intelligence to understand operations across your fab.

See production performance and risk across your operations in real-time, queryable with natural language. Enable new materials scale-up and integration with frontier process insights.

Learn more about solutions

Get above the engineering problems that pull you down.

From development to production, Atomscale provides a complete, accessible platform to assist and automate a broad range of engineering tasks.

Detect and respond to anomalies
Identify killer defects during growth
Monitor material state at high rotation speeds
Track layer-to-layer evolution
Detect process drift between maintenance cycles
Predict composition in real time
Predict film thickness and growth rate
Predict wafer uniformity from in-process data
Map expensive metrology to fast, cheap proxies
Predict surface roughness during growth
Detect and respond to anomalies
Identify killer defects during growth
Monitor material state at high rotation speeds
Track layer-to-layer evolution
Detect process drift between maintenance cycles
Predict composition in real time
Predict film thickness and growth rate
Predict wafer uniformity from in-process data
Map expensive metrology to fast, cheap proxies
Predict surface roughness during growth
Diagnose why a growth run failed
Correlate tool state changes with material response
Compare nominally identical reactors
Optimize a new recipe faster
Characterize your process window
Transfer a process from R&D to production
Qualify a chamber after maintenance
Accelerate new material development
Structure and enrich 100% of process data
Preserve institutional process knowledge
Build AI-ready datasets with process context
Diagnose why a growth run failed
Correlate tool state changes with material response
Compare nominally identical reactors
Optimize a new recipe faster
Characterize your process window
Transfer a process from R&D to production
Qualify a chamber after maintenance
Accelerate new material development
Structure and enrich 100% of process data
Preserve institutional process knowledge
Build AI-ready datasets with process context
Learn more about use cases

Engaged partnership for material outcomes.

We're materials scientists and engineers who've spent our careers applying AI and high-performance computing to the frontier of materials problems.

When you choose Atomscale, we don't just throw a product over the wall. We embed in your team to understand your goals, build a shared roadmap, and integrate with your operations so that we can deliver meaningful outcomes both today and tomorrow.

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
We lead integration

We handle the technical work of connecting your data sources, configuring models, and validating results against existing metrology, so you can focus on running production.

Clear milestones and progress

Our engagements are structured around defined success criteria and a shared timeline, so you always know what's been demonstrated, what's next, and what value each stage delivers.

Shape the future, together

We work with you to establish what AI-native process control looks like for your material systems and operations, defining new capabilities at the frontier of the industry.

Frequently Asked Questions

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