From software to AI factories

A century ago, industry changed when work moved into factories. Power came from steam and then electricity, machines did the heavy lifting, skilled people ran the lines, and managers decided what to make. The companies that built good factories set the pace for everyone else.

We think the same shift is happening again with AI. In the AI era, organisations will not just buy software. They will run AI factories: places where AI does real work, every day, under the direction of their own people.

From tools to production

For decades, software has been a tool. You open it, you use it, you close it. Most AI products still follow that pattern: a chat box you visit when you have a question.

A factory is different. It runs whether or not you are watching. It turns raw material into finished work, follows a process, checks its own output and gets better over time. That is what organisations will expect from AI: not another tool to open, but a way of producing work.

What an AI factory is made of

1. PowerModelsAny model, switched when a better one arrives
2. MachinesThe harnessKeeps every model to one standard
3. The lineTasksRecurring work, day and night
4. Skilled workersPartnersAI teammates, each set up for a job
5. ManagementYour peopleSet the direction, decide, own the result

The comparison with industry holds up well:

• Power: the models. Frontier models, open models, models running on your own GPUs. Like electricity, power should be interchangeable. When a better model arrives, you switch it on.
• Machines: the harness. The layer around the model that plans, checks, records and keeps every model to the same standard. In Mamentis, every model works inside the same harness.
• The line: Tasks. Scheduled and recurring work that runs on its own, day and night.
• Skilled workers: Partners. AI teammates with their own instructions, files and Workroom, each set up for a job.
• Management: your people. They set the direction, approve what matters and own the result.

The industry already uses the term "AI factory" for data centres full of GPUs. Those are the power plants, and they matter. But power on its own does not produce anything. An AI factory, as we see it, is what turns that power into finished work: reports, analyses, plans, code, customer answers, operations. It produces work, not just tokens.

Where your factory stands

Industrial factories were built on land their owners controlled. AI factories should be too.

Mamentis lets you build yours wherever it needs to stand:

• In your own data centre, on your own GPUs
• Fully air-gapped, with no connection to the outside world
• On Mamentis cloud, in the region you choose
• On the devices your people already use

The interface, the controls and the way of working are the same in every case. Moving your factory from our cloud to your own ground is a deployment decision, not a new project.

Every department, not just engineering

Our own factory happens to produce software, because software is what we make. Yours will produce whatever your organisation makes. A finance team runs month-end reporting on it. Operations runs its daily checks. Sales prepares every account review. Training builds course material. The process is the same: a goal, a plan, small steps, a review, and a person who decides.

We run one ourselves

Mamentis is built by an autonomous factory of our own. AI agents plan, write, test and review the code, and people make the decisions. It improves itself every day, and the pace keeps rising. We wrote about it in How we build Mamentis.

It is not a closed world. We use many AI tools and models alongside it, and we believe in collaboration and in the strength of different approaches. What Mamentis adds is one experience across all of it: one interface, one way of working, any model.

Build yours

Mamentis Business is available now for organisations that want to build their own AI factory, in their own environment or on ours. Book a sovereign deployment briefing or see Mamentis in a live demo.

Mamentis for everyone opens in early 2027. Join the waitlist to hear first.