One assistant for every role on the floor.

Instant, approved answers on machine setup, torque specs, assembly steps, tool selection, and required PPE, pulled from your real work instructions. This is the assistant demonstrated below.

• "What is the torque specification for this component?"
• "What PPE is required for this task?"

Searches equipment manuals and repair history to surface the right spare part number, wiring diagram, or procedure, and drafts the work order.

• "Find the spare part number for this pump seal."
• "Summarise the last three repairs on Line 2."

Walks teams through quality procedures and inspection checklists, compares defect images, and drafts CAPA and NCR documentation for review.

• "Compare this defect against the reference image."
• "Draft a CAPA summary for this non-conformance."

Reviews the schedule for bottlenecks and resource conflicts and suggests alternative sequences and completion estimates. The planner stays in control of every change.

• "Where are this week's schedule conflicts?"
• "Suggest an alternative sequence for Line 3."

A digital trainer new hires can ask directly, reducing how much a shift depends on its one or two most experienced operators.

• "How do I run this machine?"
• "What mistakes should I avoid on this line?"

Searches SOPs, work instructions, drawings, PFMEA, control plans, and risk assessments in seconds, instead of dozens of shared folders.

• "Find the latest control plan for this part number."
• "What changed in the last engineering change request?"

Generates production summaries, downtime and scrap reports, yield analysis, OEE summaries, and shift handover notes automatically after every shift.

• "Generate today's OEE summary."
• "Draft the shift handover notes."

Answers order status, installation, warranty, spare parts, and technical spec questions from your ERP or CRM data.

• "Where is my order?"
• "What's the warranty on this part?"

Compares supplier quotations and specifications, checks certifications, and summarises contracts against your approved supplier list.

• "Compare these two supplier quotations."
• "Is this supplier's certification current?"

Pulls together shift summaries, labour allocation, KPI dashboards, and outstanding issues, and recommends what to escalate.

• "What's outstanding from the last shift?"
• "What should I escalate right now?"

Answers stock, picking, shipping, and delivery questions and supports barcode lookups, without a call to the warehouse office.

• "Where is this SKU located?"
• "What's the delivery status on this order?"

Especially valuable for medical devices and advanced manufacturing: keeps design documentation, validation protocols, risk files, and DHF documentation organised and searchable through every engineering change.

• "Find the latest validation protocol for this design."
• "What changed since the last DHF review?"

Answers what PPE a task requires, walks through lockout and tagout steps, and surfaces the right emergency procedure immediately, not after a search.

• "What are the lockout and tagout steps for this machine?"
• "What do I do if this chemical spills?"

Supports ISO 9001, ISO 13485, GMP, FDA documentation, CE marking, and internal audits by keeping the right procedure and evidence one question away.

• "What's our procedure for this ISO 9001 clause?"
• "Pull the evidence for this internal audit."

Tracks yield through the shift by combining MES data where you have one with what operators mention in the moment, so stoppage reasons get captured as they happen, not as separate paperwork. Flags drift against target and forecasts where the shift will land. This is the assistant demonstrated below.

• "What's our yield tracking to right now?"
• "Will we hit the shift target?"