Manufacturing & Automotiveapiapp

Line stoppage response: from alarm to work order and shift report

An MES alarm lands; root cause found from history, spare part checked, work order and plan update ready within minutes.

In short

Line stoppage response: from alarm to work order and shift report is an agent scenario in the Manufacturing & Automotive sector running on the api, app channels. Trigger: Unplanned stoppage event from the MES (line 3, station 7). The Production Supervisor coordinates 4 specialist agents (Diagnosis Agent, Parts Agent, Planning Agent, Report Agent) across 5 systems (MES, SCADA Historian, CMMS, ERP Spare Parts, Shift Channel (Teams)); of 10 steps, 2 write to systems and 1 are checks or approvals. Outcome: Work order opened, part reserved, plan shifted, shift report written. Approval rule: Schedule change > 2 hours or urgent purchase above 50,000 → shift lead approval.

Manufacturing & Automotive

Line stoppage response: from alarm to work order and shift report

SUPERVISORAGENTSSYSTEMSProduction Supervisorplan · route · approveDiagnosis Agentaginies-tulpar-4on-premParts Agentaginies-sunkar-1on-premPlanning Agentaginies-talay-2on-premReport Agentaginies-sunkar-1on-premMESSCADA HistorianCMMSERP Spare PartsShift Channel(Teams)
run #41,287,717elapsed 0 mstokens 0est. cost $0.000status —Approval rule: Schedule change > 2 hours or urgent purchase above 50,000 → shift lead approval
Agents in this run
Production Supervisorsupervisorplans, routes, approves
Diagnosis Agentaginies-tulpar-4 · on-premBuilds a root-cause hypothesis from sensor history and maintenance records
Parts Agentaginies-sunkar-1 · on-premChecks spare-part stock and lead time, reserves the part
Planning Agentaginies-talay-2 · on-premRedistributes the production plan and shift load
Report Agentaginies-sunkar-1 · on-premOpens the work order, informs the team, writes the shift report
Audit trail00:00.00
  1. ■completed 

Simulation · derived from real agent definitions · every agent can be built by dialogue with the Autonomous Agent and validated with a test corpus

Trigger

Unplanned stoppage event from the MES (line 3, station 7)

Outcome

Work order opened, part reserved, plan shifted, shift report written

Agents

SUPERVISOR

Production Supervisor

Decomposes the objective, delegates to agents, manages approval points, merges the result.

aginies-tulpar-4 · on-prem

Diagnosis Agent

Builds a root-cause hypothesis from sensor history and maintenance records

query_historianget_maintenance_logrank_causes
aginies-sunkar-1 · on-prem

Parts Agent

Checks spare-part stock and lead time, reserves the part

check_stockreserve_partcreate_purchase_req
aginies-talay-2 · on-prem

Planning Agent

Redistributes the production plan and shift load

get_schedulesimulate_shiftupdate_schedule
aginies-sunkar-1 · on-prem

Report Agent

Opens the work order, informs the team, writes the shift report

open_work_ordernotify_teamwrite_shift_report

Steps

#KindAgentWhat happensSystemmstok
01 ingest Production Supervisor MES event: line 3 / station 7 stopped, fault E-214 (servo torque overload), 14:02 MES 160 —
02 retrieve Diagnosis Agent Historian: torque up 18% over 6 hours, vibration above threshold for 3 days SCADA Historian 1,400 520
03 reason Diagnosis Agent Root-cause ranking: bearing wear 72%, belt tension 19%, servo drive 9% — 1,800 1,100
04 plan Production Supervisor Plan: part stock → work order → schedule simulation → team notice → shift report — 240 220
05 tool Parts Agent Bearing 6208-2RS: 4 in stock, shelf B-12; no spare servo drive, lead time 9 days ERP Spare Parts 480 —
06 write Parts Agent 2 bearings reserved to the work order; purchase request opened for the servo drive ERP Spare Parts 520 —
07 write Report Agent CMMS work order #WO-18834: high priority, 2 technicians, estimated 2.5 h, procedure attached CMMS 600 —
08 reason Planning Agent Simulation: 2.5 h stoppage costs 310 units; 180 units can shift to line 2 MES 2,200 900
09 approval Planning Agent Schedule change presented to the shift lead; approved, line 2 recipe updated MES 900 —
10 notify Report Agent Summary to the team channel; shift report written with root cause, actions and lost units Shift Channel (Teams) 460 260

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