Agentic MES payback

What does Agentic MES give back on your plant?

Answer eight questions about how your lines run. You get a full payback report: what the agents return each year, what it costs, and the month the two cross.

Every figure is shown as the arithmetic behind it, built from your numbers, so you can check it line by line — and change anything you do not believe.

What you get

Your estimated annual value and payback month
Six sources of value, ranked from biggest to smallest
Every calculation shown so you can challenge the assumptions
A live report you can edit, share, and print

This is the Agentic MES part of the AI-Powered System of Execution: the agents that watch the line, explain the stop, and open the next right action. If you would rather see the cost of leaving the execution gap open, the cost of inaction guide covers that instead.

1 · Your plant2 · Where to send it

Eight numbers. If one is not to hand, leave the default and treat it as an assumption — the report marks it as one, and you can change it later.

Production lines How many lines the agents would watch. One line is one sequence of machines making a product.

Shifts per day How many shifts each line runs on a normal day. Three means the line runs around the clock.

Hours per shift Paid production hours in one shift, breaks taken out. Usually 8.

Working days per year Days the plant actually runs, holidays and shutdowns taken out. Five days a week for a year is about 240.

Unplanned stops per line, per shiftHow often one line stops on its own during a shift: a jam, a breakdown, a missing part. Planned breaks do not count.

Average stop minutesHow long one of those stops lasts, from the line stopping to the line running again.

Cost of a stopped line per hourWhat one hour of stopped line costs: the margin on the product it would have made, not the wage of the people standing at it.

Time you can sell %Hours given back become money only if you can sell what the line then makes. If the line already meets demand, put a low number, or 0.

No sales call. The report is built from these numbers, and you can change every one of them afterwards.

What the report actually contains

What the agents return each year, and the month your spend is paid back.
Six places the money comes from, biggest first: faster response to stops, fewer repairs done twice, nothing lost at the shift change, changeover and cleaning, slow running explained, and the data ready before the meeting.
Under each one, the multiplication chain — your numbers, nothing hidden.
What we deliberately do not count, and a conservative column with every agent effect halved.

Two sentences hold throughout: the agent finds the time, your team is what removes it. And an hour given back is money only if you can sell what the line then makes.

About Decisyon

Decisyon is building the AI-Powered System of Execution for Manufacturing. Our Agentic Platform combines an AI Workforce, Agentic MES, Industrial Intelligence, and Operational Memory to transform manufacturing intelligence into operational excellence.