AI systems for manufacturing

In short

Manufacturers leak margin in predictable places: quotes that take days while faster competitors win the order, a shop floor the office cannot see in real time, inventory and materials data out of sync, production reporting stitched together from spreadsheets after the fact, and process knowledge locked in a few long-serving heads. Bamco builds the AI systems that plug those leaks, quoting support, dashboards, knowledge bases and integrations, around the tools you already run like Cin7, Unleashed, Katana and Xero.

Information current as at 4 July 2026

Manufacturing is a tight-margin, high-complexity business where the money is won and lost in the gaps: between the enquiry and the quote, between the shop floor and the office, between what the system says you have in stock and what is actually on the rack. Most manufacturers do not have a technology problem in the abstract. They have specific, nameable leaks, and every one of them is a system waiting to be built. Here is where a manufacturing business bleeds margin, and what plugs each leak.

Quotes that take a week, a shop floor the office cannot see, and reporting stitched together from spreadsheets.

Where the money leaks

The specific leaks in a manufacturing business.

Quotes that take a week

An enquiry lands, and turning it into a firm quote means pulling material costs, checking capacity, and getting an estimator to price it, which can take days. By the time the quote goes out, a faster competitor has already won the order. In make-to-order and fabrication work, quoting speed is often the difference between a job won and a job lost, and every slow quote is revenue that walked out the door.

A shop floor the office cannot see

Job progress, materials consumed and hours worked live on the shop floor, on job cards, on whiteboards, in the heads of the people running the machines. The office finds out where a job really is when someone walks out and asks, or when it is already late. Without a live view from the floor, the office is always managing yesterday, and problems surface too late to fix cleanly.

Inventory and materials out of sync

What the system says you hold and what is actually on the rack drift apart, because receipts, issues and offcuts are recorded late or not at all. The result is a stockout that stops a job, or overordering that ties up cash in material you did not need yet. Every time the count is wrong, someone downstream pays for it in delay or in working capital.

Reporting stitched from spreadsheets

Production numbers, throughput, scrap, on-time delivery, job costing, get pulled together in a spreadsheet after the fact, by hand, once a week or once a month. It is slow to produce, out of date by the time it is read, and fragile, because it depends on one person exporting and pasting without an error. You are steering the plant by a rear-view mirror that someone rebuilds each week.

Process knowledge in a few heads

How a tricky part is set up, which tool to run, what the tolerances really are, how the last similar job went, lives with a handful of long-serving staff. None of it is written down. When they are on holiday, the floor slows. When they retire, decades of process knowledge walk out the door, and the quality and speed of your production drops overnight.

Two ways in

Ready to talk to the team who would build it?

Bring us the idea you already have, or book an audit and we map where the money is leaking. Either way, you deal directly with the senior team that designs and builds it.

The systems that plug them

Each leak, mapped to a system.

Every leak above has a system that plugs it, built for manufacturing specifically, not a generic template. Follow any one to see exactly what we build.

AI chatbot

Customers, reps and the floor ring the office all day with the same questions: where is my order, when will it ship, what is the lead time on this part, is that material in stock. Each call pulls someone off real work to go and look it up, and after hours the questions just bank up as voicemails.

What we build →

AI knowledge base

Your process knowledge, machine setups, tooling choices, tolerances, and hard-won knowledge of how a job like this really runs live in a couple of senior heads and a mess of old job cards. When those people are away, production slows to their pace. When they retire, the knowledge leaves too.

What we build →

Compliance automation

Quality records, material certificates, calibration due dates and audit evidence all have to be current, and keeping the right document for every batch, every gauge and every standard is a spreadsheet and endless chasing. The day a calibration lapses or a certificate goes missing is the day you carry real quality and audit exposure, and you usually find out at the worst possible time.

What we build →

Executive dashboard

The numbers that tell you whether the plant is making money, throughput against plan, job costing, on-time delivery, scrap, stock on hand, live in Cin7 or Unleashed, in Xero, and in the production manager's spreadsheet, and none of them line up. Assembling a true picture takes days, so by the time you see a job or a line is bleeding, the bleeding is well advanced.

What we build →

Lead generation engine

Enquiries for new work, a request for a quote on a custom part, a repeat order, a reseller asking for pricing, arrive by phone, email and web form and land in different inboxes. Some get a fast response, some sit for days, and nobody can say which trade show, referral or campaign actually generates the work you win.

What we build →

Automation and integration

Job cards, timesheets, material issues and delivery dockets captured on the floor get re-keyed into your inventory and accounting systems by hand. It is slow, it ties up admin time, and every re-key is a chance for an error that corrupts a job cost or a stock count and gets discovered too late to fix cleanly.

What we build →

Conversation intelligence

For manufacturers who sell, internal sales, business development, key-account reps, the conversations that win or lose an order happen on the phone and in customer visits, then vanish. Managers coach on the one or two conversations they happened to overhear, while the objection that keeps killing quotes never shows up in any report.

What we build →

Custom platform

Every manufacturer has the part of their operation that no product fits, run on a spreadsheet and a lot of goodwill: a specific production scheduling method, a customer portal for repeat orders, a bespoke job-costing model, a way of tracking something particular to how you build. It works until it does not, and it quietly caps how many jobs you can run without it breaking.

What we build →

The tool landscape

Built around the software you already run.

Cin7UnleashedKatanaMYOB AdvancedSAP Business OneOstendoXero

Bamco builds around and into the stack you already run. We do not ask you to rip out Cin7 or Unleashed; we build the systems that make them talk to each other and stop the manual work between them.

Common questions

Questions from manufacturing owners

Do we have to replace Cin7 or Unleashed to work with Bamco?

No. Bamco builds around and into the stack you already run. The systems we build make Cin7, Unleashed, Xero and your other tools talk to each other and remove the manual work between them, rather than asking you to rip anything out and start again.

Which manufacturing leak should we fix first?

Usually the one bleeding the most margin you can measure, which for many manufacturers is slow quoting or a shop floor the office cannot see. A systems audit maps your specific leaks and puts a rough size on each, so you fix the most valuable one first rather than the loudest.

We are a small fabrication shop, not a large plant. Does this still apply?

Yes. Small and mid-sized manufacturers leak in the same places, quoting from one person's knowledge, re-keying floor data, running stock counts that drift, and the same systems apply. The audit is scoped to your operation, whether you are a make-to-order fabricator or a volume producer.

How much does a manufacturing system cost?

Engagements typically start around $50k and are scoped after an audit, priced as a fraction of what a legacy build of the same capability would have quoted. You get a fixed-scope proposal with a real number before anything is built, and you own what we build.

Start here

Two doors. Same senior team.

Whether you can name exactly what you want built, or you just know something is leaking, the next step is the same conversation.