The current process depended on multiple disconnected sources of information – paper prices, machine specifications, process calculations – scattered across spreadsheets and systems. Much of this knowledge lived only in the minds of senior estimators. If one left, the company risked losing critical know-how, while onboarding new staff was slow and resource-intensive. As the number of offers and requests grew, so did inconsistency, inefficiency, and time-to-quote.