Enterprise Agentic OS / Manufacturing

AI Agents That Drive OEE From Shop Floor to Boardroom

44 specialized manufacturing agents across production, quality, supply chain, and maintenance. Deploy in your plant in 2 weeks.

44 AI agents across 8 categories — production, quality, supply chain, engineering, maintenance, EHS, continuous improvement, and C-suite. Plus 31 manufacturing workflows.

The Pressures Every Plant Manager Knows

OEE Gaps You Cannot Close With Spreadsheets

Most plants track OEE. Few improve it systematically. Availability, performance, and quality losses all erode output. The data exists in your MES, ERP, and SCADA — but no one has time to analyze it all before the shift ends.

A 5-point OEE improvement on a $100M production line is $5M in recovered capacity.

Supply Chain Visibility Ends at Your Dock

You know what is in your warehouse. But Tier 2 and Tier 3 visibility is a blind spot. When disruptions hit, you find out too late. Expedited freight, production rescheduling, and customer penalties follow.

Supply chain disruptions cost manufacturers 6-10% of annual revenue on average.

Quality Defects Escape to Customers

Root cause analysis takes days. Corrective actions take weeks. By the time the CAPA is closed, the defect has shipped. For automotive suppliers under IATF 16949, a single quality escape can mean controlled shipping or loss of business.

The cost of a quality escape is 10-100x the cost of catching it at the source.

Unplanned Downtime Kills Your Schedule

Equipment fails. Spare parts are not in stock. Maintenance responds to breakdowns instead of preventing them. The data to predict failures is in your CMMS and vibration sensors — but connecting it to action requires more planners than you can hire.

Unplanned downtime costs manufacturers an estimated $50B+ annually across industries.

From Workshop to World-Class Manufacturing

1

Discovery Workshop

Week 1-2 — Starting at $5K

We map one high-impact manufacturing workflow together — typically OEE improvement, quality management, supply chain optimization, or predictive maintenance. A working agent configured for your process.

  • Workflow mapping for one manufacturing process
  • AI agent configured for your plant
  • ROI assessment with your actual OEE, PPM, and delivery metrics
  • Go/no-go decision with full clarity
2

Growth Platform

$10K/month

Expand from one agent to a team. Deploy quality agents alongside supply chain agents. Add predictive maintenance to your most critical equipment. Monthly reviews track impact on your KPIs.

  • 2-5 active agents across production, quality, and supply chain
  • Multi-line or multi-plant expansion
  • Monthly outcome reviews tied to OEE, PPM, OTD
  • Dedicated support
3

Enterprise Outcomes

Custom OaaS

Full platform deployment with outcome-based pricing. 44 agents across every manufacturing function. You pay for OEE improvement, PPM reduction, and on-time delivery.

  • Full manufacturing module — 44 agents, 31 workflows
  • Outcome-based pricing tied to manufacturing KPIs
  • Dedicated customer success team
  • SLA-backed performance guarantees

Meet Your Manufacturing Agents

Two of your 44 specialized manufacturing agents

Supply Chain Agent

The Supply Chain Optimizer

I help you... Orchestrate procurement, planning, and logistics to hit 98%+ on-time delivery at lower cost.

  • Optimize inventory levels across your network
  • Predict and mitigate supply chain disruptions
  • Automate strategic sourcing and supplier scoring
  • Coordinate demand planning with production scheduling

Achieved 98.5% on-time delivery while reducing total supply chain costs by 18%.

Quality Agent

The Zero-Defect Strategist

I help you... Drive quality across your production line — reducing defects to near-zero and eliminating customer escapes.

  • Monitor PPM and First Pass Yield in real time
  • Run root cause analysis on quality deviations automatically
  • Manage supplier quality audits and scorecards
  • Maintain ISO 9001 / IATF 16949 compliance documentation

Drove PPM from 320 to 42 in 6 months — zero critical customer quality escapes.

More agents available: Plant Manager, Production Manager, Maintenance Manager, Reliability Engineer, Director EHS, Director Continuous Improvement, Six Sigma Black Belt, VP Engineering, Process Engineer, Automation Engineer, and 30+ more.

Outcomes You Can Measure on the Shop Floor

You do not buy seats. You buy outcomes.

AreaOutcome
OEEImprove availability, performance, and quality rate
Quality (PPM)PPM below 50, First Pass Yield above 98%
On-Time Delivery98%+ on-time delivery to customers
Scrap & Rework30-50% reduction in scrap rate
Supply Chain Cost15-20% reduction in total costs
Unplanned Downtime25-40% reduction via predictive maintenance

Built-in support for ISO 9001, IATF 16949, AS9100, OSHA, and EPA regulatory frameworks. Audit trails for every agent action.

See What AI Agents Can Do For Your Plant

Book a Discovery Workshop. We will map one manufacturing workflow, deploy a real agent, and show you measurable results in 2 weeks. Starting at $5K.

44 Manufacturing AgentsISO 9001 / IATF 1694922 IndustriesEnterprise Agentic OS