AI assistance for thin-film deposition, recipes, system data and metrology.
Uni is an AI assistant designed specifically for thin-film deposition, helping researchers and engineers get more from their existing equipment and software. Rather than replacing your OEM control system, Uni works alongside it, learning your user manuals, recipes, and process data to provide intelligent guidance, recipe generation, data analysis, and system-specific expertise.
Key Features
OEM Software Assistant: Learn your specific deposition software and instantly answer questions about features, workflows, and best practices.
Recipe Generation & Optimisation: Create, review, explain, and improve deposition recipes while maintaining compatibility with your existing control software.
Data Detective: Analyse growth logs, process data, and metrology results to identify anomalies, explain unexpected behaviour, and highlight optimisation opportunities.
Material & Process Adviser: Access AI-assisted guidance for thin-film materials, deposition techniques, and process development using both built-in knowledge and your organisation’s expertise.
100% Edge AI: Run entirely on your own hardware, keeping sensitive process data secure while enabling fast, low-latency AI assistance. Cloud deployment is also available where appropriate.
Applications
User Training: Reduce the learning curve for new operators by providing instant, system-specific guidance.
Recipe Development: Accelerate process development through AI-assisted recipe creation and optimisation.
Experimental Analysis: Connect deposition data with characterisation results to better understand process-performance relationships.
Knowledge Preservation: Capture manuals, recipes, operating procedures, and organisational know-how in a searchable AI assistant that grows with your laboratory.
Why Uni?
Whether you operate an MBE, ALD, CVD, PLD, PVD, or another thin-film deposition system, Uni provides an intelligent layer above your existing software, allowing you to work faster, learn quicker, and make better-informed decisions without changing the tools you already trust. As Uni evolves, it will continue to expand its capabilities, becoming a comprehensive AI assistant for thin-film research, development, and production.
Dive in
Explore the philosophy
- Universal support agent
- Recipe writer
- User manual helper
- Data analyser
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