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Manufacturing

Your plant floor already talks. Agents write it down.

“The morning scrap report used to eat my first ninety minutes. Now it's waiting for me.”
Plant operations manager · tier-two automotive supplier
Agent 01

The Shift Reporter

Pulls the overnight MES exports and builds one production and scrap summary. Yield by line, downtime by cause, ready before the stand-up.

Worker multiplier6×Reads every line overnight, end to end.

How it works

The loop: Runs at 5am. Reads the overnight MES export. Rolls yield, scrap, and downtime by line. Posts one summary to Teams before stand-up. Humans decide what to fix.

What it needs:

  • Read: the MES report drop folder
  • Post: the production Teams channel
  • Owner: your plant ops manager
  • Hard spend cap per run
  • Every run logged

Open its morning report

Agent 02

The Supplier Sentinel

Scans supplier on-time-delivery trends, news, and port delays, then flags the purchase orders at risk while you can still do something about it.

Worker multiplier9×Scores all suppliers daily, quiet ones included.

How it works

The loop: Runs daily. Reads OTD history, supplier news, and port bulletins. Scores delivery risk by purchase order. Posts the at-risk list to purchasing. A human calls the supplier.

What it needs:

  • Read: the ERP open-PO view
  • Post: the purchasing digest inbox
  • Owner: your supply chain lead
  • Spend cap enforced in the request path
  • Audit log on from day one
Agent 03

The Maintenance Triager

Sorts incoming maintenance tickets by machine and urgency, then drafts the parts pre-staging list so your techs walk up ready.

Worker multiplier7×Sorts every ticket by machine and urgency, all of them.

How it works

The loop: Runs on every ticket. Reads the CMMS queue. Sorts by machine and urgency, drafts the parts list. Posts the pre-staged plan each shift. A human schedules the work.

What it needs:

  • Read: the CMMS ticket queue
  • Post: the maintenance Teams channel
  • Owner: your maintenance supervisor
  • Per-run budget cap, enforced
  • Every action logged

Multiplier math keeps the same crew and holds uptime, because someone finally saw the trouble coming.

An example scenario. The multipliers are estimates. Your real numbers come from the Readiness Map.

Get your real numbers

Live Demo · Agent 01

The stand-up prep is already done.

The Shift Reporter runs at 05:00, while the plant sleeps, and hands you a finished report. Open it the way you would on a Wednesday: twenty minutes before stand-up, coffee in hand.

The Real Numbers

Enough ranges. Get your number.

Every number on this page is an estimate, because every company is different. The Readiness Map makes it exact: your workflows, your multipliers, your first agents, with names and owners.

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