Built for teams whose decisions depend on files, notes, records, and hard-won context.
Mining
Shift reports, assay PDFs, maintenance notes, environmental files, and incident records rarely live in one place. When a question comes up — about a past event, a recovery trend, or a compliance obligation — the answer is usually buried in files that only one or two people know how to find.
Manufacturing
Production teams need fast recall across SOPs, batch records, quality checks, supplier specs, and operator notes — usually under time pressure, while a line is down or a batch is on hold.
Materials and batteries
Materials and battery teams need to connect formulations, characterization files, test results, protocols, and process changes — often across months of runs and multiple people's records.
Semiconductor and technical teams
Fab, process, and applications teams work across recipes, metrology exports, customer notes, papers, and tool documentation — and the context behind a yield or reliability question is scattered across all of them.
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MAIC is onboarding early industrial and research teams. Get early access or read how MAIC protects project data.