Context Design Co

AI for manufacturers — how it works here

The plant knows things no system of yours has ever captured.

We build private AI brains for South African businesses — a system your company owns that knows your files, emails and history, and answers in plain English. In a factory, that means the job cards, the drawings, the quality records, and the thirty years of "how this machine actually behaves" that currently lives on the floor.

Begin the free diagnostic

Sound familiar

Five things every factory owner recognises.

What it looks like on your floor

Ask it like a colleague. It answers with the paperwork attached.

Ask it

"What did we quote the Boksburg customer for the last three brackets, and did we make money?"

The answer comes back in plain English with the quotes, job cards and invoices it came from — checkable, not remembered.

Ask it

"Why was batch 4711 released with that surface finish?"

The concession email, the inspection record, and who signed it — assembled in seconds, the way an auditor wishes you could.

It does the work

The routine paperwork, drafted.

Overdue-invoice reminders, delivery-note chases, the monthly customer report — drafted by the system, signed by your people. Nothing reaches a customer without a signature.

Proof, honestly framed

None of our companies is a factory. Here's why that's the point.

Our proof is our own businesses — Attesté, an art-collection platform run by one person and an AI system; Practacular, practice management for South African accountants; and BlitzBox, our on-premise AI appliance. Our own products, not client deliverables — and not one of them manufactures anything.

That's the honest argument for the pattern: the brain isn't an industry template. It's built from your job cards, your drawings, your emails — which is why the same approach has worked across an art platform, an accounting practice, and an appliance. A factory's knowledge is different in content, not in kind: it lives in files, mailboxes and heads, and that's exactly what the system reads.

The diagnostic is where we test that claim against your operation specifically — and where we'll tell you if we're not the right fit. We'd rather lose the sale than install a disappointment.

Before you ask

The homework, if you want it.

Key-person risk

The setter, the estimator, the bookkeeper — what happens when the one person who knows walks out the door.

Read the essay →

Automation with a signature

Why nothing this system sends reaches a customer without a person signing it — and why that's a feature, not a speed limit.

Read the essay →

The FAQ

What it costs, whether your data leaves the premises, and what happens if you stop paying.

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Next step

Twenty minutes. Your factory, written down.

Plain questions about how the plant actually runs. You get the first workflow we'd prove, the stage that fits, and the fixed price — before you commit a rand.

Begin the diagnostic