Industries · Precision Manufacturing

Catch scrap and downtime while the job is still running.

Ask about yield, scrap and machine downtime from your ERP and production databases.

For machine shops, component manufacturers and plant managers.

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Questions teams in precision manufacturing start with.

Examples of what you can ask once your database is connected. Each answer shows its SQL.

01 · QUALITY

Scrap rate by part number last month

First-pass yield by machine and shift

Rework hours by operator this week

02 · THROUGHPUT

Machine downtime by cause this month

On-time job completion by customer

Actual against quoted hours by job

Keep it running

What teams put on a schedule.

Report

Weekly plant review

Yield, downtime and late jobs for the plant manager.

Alert

Scrap spike

Notify quality when a part's scrap rate jumps above its usual range.

Numbers it can keep watch on

Define them once. Reuse them everywhere.

Save each as a verified metric so Ask AI, dashboards and reports all use the same definition. Your definitions are yours: adjust each to how your business counts it.

First-pass yield
Scrap rate
OEE
On-time delivery

The tables these questions read

Jobs and routings
Machine logs
Quality inspections
Purchase orders

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