In manufacturing, quality, maintenance, lab testing, and sales operations generate documents and metrics that rarely connect. Decisions rely on whoever knows the right spreadsheet.
AI agents organize this data, connect ERP and laboratory systems, and respond to customers with accurate information, with a person accountable for every outcome.
Expensive, repetitive processes heavy on documents or decisions, with a clear metric: hours, deductions, margin, lead time, or error rate.