Enterprise Agentic OS / Manufacturing

AI Agents Built for Manufacturing From Shop Floor to Boardroom

44 role-based manufacturing agents across production, quality, supply chain, and maintenance — each speaking the vocabulary of the function it covers, backed by the module's plant workflows and regulatory requirement models.

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.

The losses are already measured. What is missing is the analysis between shifts that would close them.

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.

Expedited freight and rescheduling are the price of finding out late, not the price of the disruption.

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.

Every day a root cause stays open is another day of product shipping against it.

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.

The signal that predicts the failure already exists. The planner hours to act on it do not.

From Workshop to the Full Manufacturing Module

1

Discovery Workshop

Fixed scope

We map one high-impact manufacturing workflow together — typically OEE improvement, quality management, supply chain optimization, or predictive maintenance — and walk you through the agent configuration for your process.

  • Workflow mapping for one manufacturing process
  • Agent configuration for your plant, walked through with you
  • Baseline assessment against your own OEE, PPM, and delivery metrics
  • Go/no-go decision at the end of the workshop
2

Growth Platform

After the workshop

Expand from one agent to a team. Quality agents alongside supply chain agents. Equipment health agents on the assets that matter most. Scope is agreed per engagement.

  • 2-5 active agents across production, quality, and supply chain
  • Multi-line or multi-plant expansion
  • Review cadence agreed in the engagement scope
  • Working sessions with the people building your agents
3

Full Module Deployment

Scoped engagement

The whole manufacturing module: 44 agents across every function in the plant, 31 workflows, and the regulatory requirement models behind them. Scope is agreed before work starts.

  • Full manufacturing module — 44 agents, 31 workflows
  • Scope agreed in writing before the work starts
  • Agents and workflows extended to your own processes
  • Designed to keep your data and agents inside your own perimeter

Meet Your Manufacturing Agents

Two of the 44 manufacturing agents in the module

Supply Chain Agent

The Supply Chain Optimizer

I help you... Orchestrate procurement, planning, and logistics against one model of your order book, supplier base, and network.

  • Model inventory policy across your network
  • Flag supply risk across tiers and propose mitigations
  • Run strategic sourcing analysis and supplier scoring
  • Coordinate demand planning with production scheduling

Quality Agent

The Quality Systems Specialist

I help you... Hold the quality system together across the line — deviations, root cause, supplier scorecards, and the documentation behind them.

  • Monitor PPM and First Pass Yield against your own data
  • Draft root cause analysis on quality deviations for engineer review
  • Manage supplier quality audits and scorecards
  • Draft and track ISO 9001 / IATF 16949 documentation for human sign-off

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.

What the Manufacturing Agents Do

FAOSX prices a deliverable, never consumed time.

AreaWhat the agents do
OEEAvailability, performance, and quality losses tracked against the line model, with bottlenecks surfaced for the shift team
Quality (PPM)Root cause analysis drafted from defect data, SPC limit monitoring, and corrective actions tracked to closure by a quality engineer
On-Time DeliverySupply chain orchestration, demand planning, and logistics scheduling across the order book
Scrap & ReworkDeviation detection at the process step, with control plans and reaction plans modeled per line
Supply Chain CostInventory policy modeling, strategic sourcing analysis, and logistics routing options
Unplanned DowntimeEquipment health monitoring, failure-mode modeling, and maintenance schedules proposed for planner approval

The module models the requirement structure of ISO 9001, ISO 14001, IATF 16949, AS9100, OSHA, and EPA so agents reference the right clause. Certification and conformance remain a decision for your own quality organization.

See What AI Agents Can Do For Your Plant

Book a Discovery Workshop. We map one manufacturing workflow with your team and walk through the agent configuration for it.

44 Manufacturing Agents31 Plant Workflows26 industry modules (2 runtime-wired today)Enterprise Agentic OS