Consulting
Consulting for fewer runs
Data readiness assessments, process optimization, custom models and workflow integration for thin-film and materials manufacturing.
Data Readiness Assessment
2-3 weeksWe audit your existing process and metrology data and deliver a findings report and roadmap. The recommended first step.
- Data inventory and quality review
- Quick-win analyses
- Written roadmap
Process Optimization
3-6 monthsA designed experimental campaign, fitted models and a qualified process window for a specific recipe or tool.
- Sequential DOE
- Surrogate models
- Setpoint recommendations
Custom Model Development
4-8 monthsClient-specific predictive models, documented and transferable to your team.
- Physics-informed models
- Uncertainty estimates
- Full documentation
Workflow Integration
2-5 monthsModels and automation embedded into your existing engineering workflow and systems.
- Secure deployment
- Dashboards
- Handover
Retained Advisory
OngoingOngoing optimization support embedded with your process team.
- Regular reviews
- On-call analysis
- Experiment planning