Your Quality Managers Rebuild the Same Report Every Week. There's a Better Use of Their Expertise.

What your quality manager does every Friday

A precision parts manufacturer. 8 automotive clients. Weekly quality reports required by each one.

The quality manager logs into the MES and exports this week's production data — units produced, defect counts, scrap rates by part number. They open the CMM inspection database and pull dimensional inspection results. They export SPC data and manually rebuild control charts in Excel — copying the template from last week, updating data ranges, reformatting axes. They write root cause summaries for any out-of-tolerance results.

Then one report per client, because each requires a different format. Client A wants PPM defect rate. Client B wants Cpk values. Client C requires IATF-formatted corrective action summaries. Each one is a separate file, formatted, checked, and emailed by end of day Friday.

1. Export production data from MES: defects, scrap rates by part number
2. Pull CMM inspection results and calculate Cpk values
3. Rebuild SPC control charts in Excel from scratch
4. Write root cause summaries for out-of-tolerance results
5. Build one report per client in their specific required format
6. Check, format, and email by end of day Friday

What a managed AI reporting agent does instead

We connect directly to your MES, CMM database, and SPC system via API or database connector. We configure a report template per client — each formatted exactly to that client's specification, with their required metrics and chart styles.

Every Friday at 4pm the agent runs. It pulls this week's production data: defect counts, scrap rates, yield by part number and shift. It pulls CMM inspection results and calculates Cpk values per characteristic. It generates SPC control charts with UCL, LCL, data points, and rule violations flagged automatically. It identifies out-of-tolerance results and drafts root cause summaries based on corrective action history and process parameters.

It builds eight reports simultaneously — one per client, each in their required format — and flags any results exceeding the client's defined quality thresholds. Your quality manager opens the review portal at 4:30. They review the flagged items. They approve. Eight reports sent by 5pm.

What your quality manager does instead

They improve quality. They work on corrective actions with engineering. They analyze trends across weeks and months instead of rebuilding charts.

When you win a new customer contract requiring a new report format, we configure it. When your MES gets upgraded, we update the connector. The weekly reporting function runs itself.

The institutional knowledge about how reports are built lives in the agent configuration — not in one person's head.