SPOF Insights
Practical guides to resin and production decisions.
Start with usable resin inventory, then explore order risk, production status, and the records behind each decision.
How to check the resin you can actually use.
A practical method for checking resin grade, lot, reservations, quality holds, location, and incoming receipts before promising material to an order.
Read the guideHow to identify work orders at risk of running late.
Use a practical checklist for due dates, remaining operations, material dependencies, source freshness, and exception review ownership.
Read the guideERP vs. MES: which status should your team trust?
Assign field authority across ERP and MES records, compare conflicting job states, and preserve source timestamps and uncertainty.
Read the guideQuestions your shop-floor data should answer every day.
A practical worksheet for stand-up, dispatch, material, and job-cost questions, with required fields, review owners, and freshness checks.
Read the guideWhat can an AI agent actually do in a machine shop?
Distinguish reading, explaining, recommending, alerting, and approved writes, with concrete manufacturing examples and permission boundaries.
Read the guide