RJMCMiami, FL
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RJMC for manufacturers

Purchasing ahead of demand. Quality on record. Production reported daily.

A plant generates more data than it can read, across purchase orders, supplier confirmations, inspection sheets and shift reports. We build the systems that keep purchasing ahead of consumption, turn quality and shift logs into a searchable record that reveals repeat failures, and assemble the production report every day from the sources you already have, so the plant manager starts the shift knowing what happened on the last one.

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Top questions

What manufacturers ask first.

Read the full FAQ

Can it keep purchasing ahead of demand?

It watches consumption, stock and supplier lead times by material, proposes purchase orders before a shortage would stop a line, and a buyer approves them. Supplier confirmations are read and matched on arrival, and a late confirmation is flagged while there is still time to act.

What happens with quality logs?

Inspection sheets and shift logs, on paper or in spreadsheets, become a structured record of what was measured, what failed and what was done. Trends and repeat failures by line, shift and supplier are flagged, and the record is ready when an audit or a customer complaint asks for it.

Does it work with our ERP?

It works beside it, reading its exports and writing back in the formats it accepts. Your bill of materials, your routings and your costing stay where they are.

Can it answer questions from our procedures?

An assistant for the floor and the office that answers from your work instructions, safety procedures and maintenance manuals, cites the document, and declines when the answer is not there. It can operate in Spanish and English on the same floor.

Can it help with maintenance?

With the record and the schedule. Work orders, downtime causes and parts used are captured in one place, preventive maintenance is scheduled against run hours or the calendar, and the recurring failures appear in the same report as the production numbers. The diagnosis of a machine stays with your technicians.

How RJMC supports manufacturers

What we build for manufacturers.

The work manufacturers bring to us most often, each piece built on your real files, tested against your acceptance criteria, and handed over documented and owned.

Rules applied at volume

Purchasing ahead of demand

Consumption, stock and lead times watched by material, orders proposed for a buyer to approve, confirmations matched on arrival.

Documents in, data out

Quality and shift records

Sheets and logs read into one searchable record, trends and repeat failures flagged by line, shift and supplier.

Gather, reconcile, report

The production report

Output, downtime, scrap and maintenance assembled from the sources you already have, every day.

Answers from your own material

Procedures, answered

Work instructions, safety procedures and maintenance manuals answered with the source cited.

Where it starts

One meeting. A clear next step.

A free 20-minute meeting to scope what you want to build, see what is possible and map where it could go. You receive one of three answers in writing the next business day. Worth building, worth a closer look first, or not yet. In a 2025 field experiment with 776 professionals at Procter and Gamble, published in Organization Science, one person working with AI matched the quality of a two-person team working without it. The meeting finds out where that applies to you.