Manufacturing Team

Your team optimizes production.
AI handles the operations.

Deploy a complete AI manufacturing team that manages production scheduling, quality control, and predictive maintenance. Real MES integration. Full accountability. Measurable OEE improvement.

+20%
OEE improvement
40%
Less unplanned downtime
35%
Lower quality costs
15%
Higher throughput

Your Plant Is Hemorrhaging Money

The average manufacturer runs at 65% OEE when world-class is 85%. That's 20% of your capacity — and profit — left on the floor every single day.

Every shift, your operation loses value to:

  • Unplanned downtime killing throughput

    Equipment fails without warning. Production stops. By the time maintenance arrives, you've lost hours and thousands in output.

  • Quality escapes to customers

    Process drift happens gradually. By the time you catch it, you've shipped defects. Returns, rework, reputation damage.

  • Schedule chaos and firefighting

    No visibility into capacity. Can't promise delivery dates. Every order is a negotiation. Planners spend 60% of their time reacting to exceptions.

  • Reactive maintenance draining resources

    No predictive capability. Fix it when it breaks. Maintenance backlog grows. Critical equipment running on borrowed time.

Cost of Inefficiency

For a $50M annual output plant at 65% OEE:

Lost capacity (20 pts OEE) $15M
Unplanned downtime (500 hrs @ $5K/hr) $2.5M
Quality costs (3% of output) $1.5M
Schedule inefficiency $1M
$20M
Lost value annually

What World-Class Manufacturing Looks Like

Imagine 85%+ OEE. Equipment that tells you when it will fail before it does. Quality so tight you trust every piece. Schedules you can actually keep.

"Manufacturers using AI for operations see 15-25% OEE improvement, 40% reduction in unplanned downtime, and 35% lower quality costs within 12 months."
— McKinsey, "Smart Manufacturing at Scale", 2024
⚙️

Predictive, Not Reactive

Know when equipment will fail 2-4 weeks in advance. Schedule maintenance during planned downtime. Zero surprise breakdowns.

Benchmark: 95%+ uptime
📊

Real-Time OEE Visibility

See availability, performance, and quality in real-time. Every line, every shift. Know exactly where you're losing value and why.

Benchmark: 85%+ OEE
🎯

Quality at the Source

SPC monitoring catches process drift before defects happen. Automated inspection schedules. Zero escapes to customers.

Benchmark: 98%+ first pass yield
📅

Optimized Scheduling

AI creates schedules that maximize throughput while minimizing changeovers. Automatically adjusts for capacity constraints and rush orders.

Benchmark: 95%+ schedule adherence
🔍

Exception Management

Automatic detection and escalation of anomalies. Material shortages, quality holds, equipment issues — handled before they become crises.

Benchmark: <2 hr exception response
📈

Continuous Improvement

AI identifies patterns humans miss. Root cause analysis on every issue. Recommendations for process improvements backed by data.

Benchmark: 5%+ annual efficiency gains

Your AI Manufacturing Team

Four specialized agents, working as a coordinated team. Human VP sets strategy. AI executes flawlessly.

VP Manufacturing
Human · Boss · Strategy
Manufacturing Orchestrator
AI · Deputy · Coordination
Production Agent
Scheduling
Quality Agent
QC & SPC
Maintenance Agent
Reliability
🏭

Manufacturing Orchestrator Deputy

manufacturing@yourcompany.com

Your right hand. Coordinates production, quality, and maintenance. Tracks OEE in real-time, manages exceptions (breakdowns, quality holds, shortages), generates daily production reports, and escalates critical issues. Reports to VP Manufacturing, directs the team.

OEE Tracking Exception Management Team Coordination Daily Reporting Shift Handoffs

Integrations

MES ERP SCADA Analytics Email Slack
📅

Production Agent

production@yourcompany.com

Optimizes production schedules to meet demand while maximizing efficiency. Creates and maintains schedules, sequences orders to minimize changeovers, tracks capacity vs demand, monitors line output, and adjusts real-time for exceptions.

Production Scheduling Capacity Planning Line Management WIP Tracking

Integrations

MES ERP APS Analytics
🎯

Quality Agent

quality@yourcompany.com

Ensures product quality meets specifications and prevents defects from reaching customers. Schedules inspections, monitors SPC control charts, identifies out-of-control conditions, logs non-conformances, coordinates root cause analysis, and tracks CAPAs.

SPC Monitoring Inspection Management Non-Conformance Tracking CAPA Management

Integrations

QMS SPC MES Document Management
🔧

Maintenance Agent

maintenance@yourcompany.com

Maximizes equipment availability through proactive maintenance. Schedules preventive maintenance by time/usage, monitors sensors for predictive maintenance (vibration, temperature), analyzes trends to predict failures, creates and prioritizes work orders, and tracks asset health scores.

Preventive Maintenance Predictive Analytics Work Order Management Asset Tracking

Integrations

CMMS SCADA IoT Sensors MES

Works While You Sleep

Event triggers, scheduled tasks, and visual workflows — ready to deploy.

Event Triggers

Automatic responses to key events in your MES and quality systems:

  • Production Started/Completed — Auto-track OEE and update schedules
  • Line Stopped — Immediate downtime investigation workflow
  • Target Missed — Alert production team and adjust schedules
  • Inspection Failed — Trigger non-conformance process
  • SPC Out of Control — Alert quality team, hold production if needed
  • Equipment Breakdown — Emergency maintenance workflow
  • PM Due — Schedule preventive maintenance window
📅

Scheduled Tasks

Automated routines that keep production optimized:

  • Shift Handoff Report — 6am, 2pm, 10pm: Summarize shift production, quality issues, equipment status, and priorities
  • Daily OEE Review — 7am: Calculate OEE by line, identify top loss categories, recommend improvements
  • Weekly Quality Metrics — Mon 9am: Compile first pass yield, defect rates, SPC trends, and CAPA status
  • Weekly PM Schedule Review — Fri 2pm: Review next week's PM schedule, coordinate production windows
  • Monthly Production Analysis — 1st at 9am: Generate monthly OEE, quality metrics, downtime analysis
🔄

Visual Workflows

Pre-built workflows for manufacturing processes:

  • Production Order Execution — Release order → verify materials → setup line → first piece inspection → run production → in-process checks → final inspection → close order
  • Non-Conformance Management — Log NC → quarantine → assess severity → disposition (escalate if major) → root cause → corrective action → verify effectiveness
  • Equipment Breakdown Response — Log breakdown → assess production impact → notify production team → diagnose → expedite/standard repair → verify operation → resume production → document

All automations are pre-configured. Connect your MES and they start working immediately.

Calculate Your ROI

Enter your plant's current metrics. See what you're leaving on the floor.

Your Current State

Enter your plant's current metrics

With Deeployd Manufacturing Team

Based on customer benchmarks

+13 pts
OEE improvement
20% relative improvement
-200 hrs
Less downtime annually
40% reduction
-$525K
Quality cost savings
35% reduction
+15%
Throughput increase
From OEE + scheduling
$9.5M
Projected Annual Impact
Additional output value + cost savings
Based on Deeployd customer data. Actual results vary by plant, processes, and implementation.

Ready to Transform Your Manufacturing Operations?

Deploy in 10 minutes. Connect your MES. Watch your OEE climb.