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.
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.
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.












































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.
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.
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.