Practical Guidance For Manufacturing Leaders

AS9100 in a subcontract machine shop: what the records have to show
What AS9100 expects your operational records to show, and the operational records a subcontract manufacturer may need to provide.

What is MRP, and what does it actually do?
What material requirements planning calculates, what it needs from your data, and where implementations usually struggle.

Moving from spreadsheets to MRP without stopping production
What to fix before an MRP implementation starts, in what order, and where these projects commonly fail.

An MRP implementation checklist
A practical checklist covering data readiness, configuration, testing by role, cutover and the first weeks after go-live.

Actual job costing, and why estimates drift
Why quoted and actual cost diverge, what has to be recorded to close the gap, and how to read the result.

Material traceability that survives an audit
What full material traceability requires in practice, and the points at which the chain most often breaks.

Link machine data to manufacturing jobs
Why machine monitoring alone produces figures that are difficult to relate to production decisions, and what changes when telemetry is joined to the job.

What precision engineers need from an MRP system
Small batches, repeat work and tight tolerances put pressure on different parts of a system than high-volume production does.

What AI in a manufacturing system should and should not do
Where AI genuinely helps in a manufacturing system, where it should be kept out, and what to ask a vendor.