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Manufacturing & industry

Processes we could automate — What the system could look like

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Manufacturing & industry

Orders, materials and machine capacity belong in one production plan. We connect these data so your team can see constraints and respond before a delivery is at risk.

Orders and planning
  • Read orders from email, PDF and spreadsheets; validate information before creating ERP jobs. Forecast demand using sales and seasonality.
  • Schedule work around capacity, changeovers and shifts; recalculate after breakdowns, late supplies or changed orders and show delivery impacts.
Materials and purchasing
  • Calculate MRP requirements from production plans, recipes and bills of materials. Propose purchases using stock, safety levels and lead times.
  • Trace materials, batch numbers, production operations and recipients of finished goods.
Quality and maintenance
  • Analyse product images for possible defects; record rejects and reasons. Flag equipment for inspection using measurements and failure history.
  • Connect complaints with batches, production history and inspection results to support root-cause analysis.
Performance and cost
  • Report downtime, cycle times, plan completion and OEE using agreed definitions. Calculate product or batch cost from materials, labour, energy, scrap and machine use.
  • Analyse energy consumption, delivery performance, workstation load and job profitability.

An example workflow

A PDF order enters the ERP. The system checks materials and workstation capacity, proposes a schedule and flags shortages. A planner approves the plan; subsequent changes appear in a shared view.

Implementation requirements

The scope depends on ERP data, production history and available sensors or cameras. Quality findings require validation; machine control needs a separate safety design.

Let’s discuss your workflow ↗

JOFRA AI

Let’s talk about work worth simplifying.

30 minutes. Your process, current tools and a practical first step. Free, on Google Meet.

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