Inventory
- Which tools and recipes are in scope?
- Where do run records live (spreadsheets, MES, tool logs, notebooks)?
- Which metrology results are tied to each run, and how?
- Are failed and aborted runs recorded too?
Quality
- Are units and naming consistent across time and operators?
- Are tool maintenance events and chamber history logged?
- How are outliers and re-measurements handled?
Goals
- Which output properties matter most (thickness, uniformity, stress, resistivity, defects)?
- What are the specification limits and acceptable trade-offs?
- What is the cost of one additional experimental run?
Access and confidentiality
- Who owns the data and who can approve sharing it?
- What confidentiality terms are required?
- Can data leave your site, or must work happen on your infrastructure?
© 2026 Mina AI Labs LLC. General information only; not professional advice.