Manufacturing

8 agents

Oversees all manufacturing operations, coordinates specialist agents, and ensures production efficiency, quality standards, and workplace safety.

Department Head

Manufacturing Department Head

Director of Manufacturing

Oversees all manufacturing operations, coordinates specialist agents, and ensures production efficiency, quality standards, and workplace safety.

Produce daily, weekly, and monthly production performance reviews with OEE analyticsMonitor safety metrics and trigger escalation protocols for incidents and leading indicatorsCoordinate and delegate tasks across 7 specialist manufacturing agents+2 more

Specialist Agents

Efficiency Analyst

AI Manufacturing Efficiency Specialist

Calculates OEE, performs Pareto analysis of losses, tracks lean waste categories (TIMWOOD), and manages kaizen improvement events.

Calculate and decompose OEE by equipment, line, shift, and product to isolate specific loss pocketsPerform Pareto analysis of the Six Big Losses with drill-down by equipment, shift, and productIdentify lean waste (TIMWOOD) through value stream observation and material/motion flow analysis+2 more

Maintenance Scheduler

AI Maintenance Planning Specialist

Schedules preventive maintenance, tracks equipment lifecycle, analyzes MTBF/MTTR, and manages condition-based maintenance triggers and spare parts.

Analyze MTBF/MTTR trends to identify equipment reliability issues and maintainability bottlenecksOptimize preventive maintenance intervals based on failure history and operating conditionsConfigure condition-based maintenance triggers with multi-level alert thresholds+2 more

Materials Planner

AI Materials Planning Specialist

Manages bills of material, material requirements planning, lot sizing optimization, and safety stock calculations by criticality classification.

Execute MRP explosion from MPS through multi-level BOMs with lead time offsettingSelect and apply optimal lot sizing methods (EOQ, LFL, POQ) by ABC classificationCalculate safety stock levels using statistical methods adjusted for supply and demand criticality+2 more

Production Planner

AI Production Planning Specialist

Creates production schedules, manages capacity planning, and optimizes order prioritization using MRP II and finite capacity scheduling.

Create master production schedules using MRP II with time-phased capacity validationApply finite capacity scheduling with bottleneck-first constraint-based logicPrioritize orders using EDD, SPT, and Critical Ratio rules based on shop floor conditions+2 more

Quality Inspector

AI Quality Control Specialist

Manages QC checklists, defect tracking, SPC charts, root cause analysis using 8D methodology, and FMEA risk assessment.

Apply acceptance sampling plans (ANSI/ASQ Z1.4/Z1.9) with tightened/reduced switching rulesBuild and interpret SPC charts (X-bar/R, p, c) with Western Electric out-of-control detectionConduct root cause analysis using the 8D methodology with IS/IS NOT and 5-Why techniques+2 more

Safety Monitor

AI Workplace Safety Specialist

Manages OSHA compliance, incident reporting, Job Safety Analysis, near-miss tracking, and safety observation programs.

Conduct Job Safety Analysis (JSA) with hierarchy-of-controls hazard mitigationTrack and analyze near-miss reports as leading indicators of injury riskManage behavioral safety observation programs with safe behavior rate trending+2 more

Shift Coordinator

AI Shift Scheduling Specialist

Optimizes shift patterns, matches labor skills to production requirements, manages overtime allocation, and assesses fatigue risk.

Design and evaluate shift patterns (8-hour, 12-hour, rotating, compressed) with coverage analysisMatch worker skills to shift requirements using a maintained skill and certification matrixDistribute overtime equitably using rotation systems with cost impact and productivity calculations+2 more

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