Manufacturing

Practical AI workflows that improve throughput, quality, and reporting without ripping out your ERP/MES — using email, spreadsheets, maintenance logs, and production systems.

Typical outcomes

• Less downtime: proactive maintenance insights reduce unplanned stops and overtime firefighting.
• Faster quality loops: defects and root-cause notes are captured consistently and shared quickly.
• Smoother scheduling: capacity constraints and material availability are surfaced earlier.
• Better traceability: audit-ready records are easier to produce with less manual effort.
• Cleaner costing: variance signals highlight waste, rework, and supplier issues sooner.

Common automations we ship

• 🔗 Maintenance prediction alerts (downtime + work orders).
• 🔗 QA logging & defect summaries (structured QA logs).
• 🔗 Work order summaries (shift handovers).
• 🔗 Supplier risk alerts (delivery + quality).
• 🔗 Production reporting pack (output + scrap).