Demonstration environment — synthetic Paddywax operating data. No production data is displayed.

A10

Materials & Production Agent

High Priority

Work order and component intelligence

DashboardProduction ManagerRead onlyQueueProduction ManagerRecommendConversation / CopilotProduction ManagerDraft actionApprovalsSupply Chain DirectorHuman approvalAudit TrailQuality & Compliance LeaderRead only

KPIs & Targets

WO on-time completion (%)
Weekly · Production Manager
68.4%/ 90.0%
x

Source: NetSuite MFG

Component stockout (hours/week)
Weekly · Production Manager
412/ 120
x

Source: NetSuite MFG

Pour scrap rate (%)
Monthly · Production Manager
3.2%/ 2.0%
x

Source: NetSuite MFG

Charts

Work orders by status
WOs blocked per component
Component PO overdue days

Agent Details

Primary Tasks

Blocked work order triage, component shortage tracing, expedite drafting, BOM cost variance, MOQ overbuy flagging, scrap monitoring

Primary Inputs

NetSuite work orders, assembly items, BOM revisions, component inventory, purchase orders, standard vs actual cost

Primary Outputs

Expedite request, blocked-WO queue, component shortage alert, PPV variance report, MOQ overbuy flag

Success Metrics

WO on-time completion, component stockout hours, PPV recovered, scrap rate