AI agent for manufacturing

You produce all day and you do not know which jobs actually make you money. In production the mistake is rarely the selling price: it is what it took to get there — material lost as scrap, parts waiting, hours nobody assigned to that job.

Scrap and lost material

Material that comes in and does not leave as finished product appears on no invoice: it simply disappears. The agent compares what came in with what went out and shows you where the gap keeps widening on the same operations.

Idle materials and stock

Raw material bought ahead and half-finished parts waiting are money standing still. The agent separates what is about to be used from what has been waiting too long, and shows how much capital is locked there.

Jobs and labour cost

Every job looks good until you put everything in: hours, material, rework. The agent rebuilds the true cost job by job and tells you which ones sit below the price you quoted.

For this sector we propose:

  • Cost analysis
  • Margins and pricing
  • Sector comparison
  • Waste and scrap
  • Stock and turnover
  • Jobs and progress

How they are meant to be used

These are sector-specialised agents, tuned for a very low error rate within their field. They do not replace people who know the trade: they prepare the work, keep the figures current and flag what doesn't add up, then a competent person makes the decision. Outside its field an agent does not guess: it says the question isn't its own.

OPEX Score calculates the numbers, not the AI

The agent comments on and explains results the engine has already calculated: it does not invent them and does not estimate them. An AI that makes up a figure in a financial diagnosis is not an annoying defect — it is a reason never to trust it, or us, again. For the same reason every answer stays an indication and not tax advice: that comes from someone who knows your whole situation.

Available, on quote

Each agent is a separate service, on quote. Write to us with your sector: we tell you what it does in your case and what it costs.

Every agent is re-tested in a protected environment before it is handed over: it does not leave the door without being tried again.

Or write to us directly: assistenzaopexscore@protonmail.com

Choose your sector

The questions everyone asks us

Does it suit a small production?

Yes. In a small production a mispriced job is not balanced out by the others: it weighs in full. And material lost as scrap, when volumes are modest, hits the margin harder than in a large plant.

What does it actually do in production?

It compares material coming in with what leaves as finished product and shows you where the gap keeps widening on the same operations. It separates material about to be used from material sitting too long. And it rebuilds the true cost of each job, hours and rework included.

Do I need a computerised production system already?

It helps, but it is not essential. The agent works on data that exists: if the hours and materials of a job are recorded nowhere it cannot invent them, but you do not need a complicated setup to start seeing something.

Choose your sector