Context Design Co

AI implementation — how it actually works here

The AI you've tried is impressive. It just doesn't know your business.

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. Fixed-fee, on your hardware, with your sign-off on everything that goes out.

Begin the free diagnostic

The whole plan, in three steps

Implementation without the technology project.

Step 01

Twenty minutes of plain questions

No workshop, no slideware. You answer questions about how your business actually runs — and watch it get written down properly for the first time. Free, and you keep the write-up.

Step 02

We build your business its own AI brain

It reads what you already have — the files, emails, job cards, history — and it's yours: on your hardware, in your accounts, handed over with documentation and keys. We never hold your data.

Step 03

It answers, and it does the work

Anyone in the business can ask it in plain English. It drafts, chases, posts and reconciles — and a person signs everything that matters before it goes out.

What it fixes

The problems have been around longer than the technology.

Three ways in

Start small. Grow when it's paid for itself.

Free · 20 minutes

The diagnostic

Plain questions, straight answers: which workflow to prove first, what stage fits, and the fixed price — before you commit a rand.

Begin the diagnostic
From R250,000 · fixed-fee

A built engagement

We build the system around your business, one fixed-scope stage at a time — starting with one painful workflow, proven in six weeks. We call the system a Substrate: the private AI knowledge layer your business owns.

See the stages & pricing
R30,000 + R15,000/month

BlitzBox — the appliance

The same idea as a machine: an on-premise AI appliance, commissioned by hand, running at your premises with your data on the box.

Meet BlitzBox

Proof, honestly framed

We run our own companies this way.

Attesté

An art-collection platform run day-to-day by one person and an AI system built on this pattern — the operating knowledge lives in the system, not in a head.

Read the write-up →

Practacular

AI practice management for South African accountants — a whole practice's knowledge, askable in plain English.

Read the write-up →

BlitzBox

The pattern productised: a self-hosted AI appliance that arrives with the system already running.

See the product →

These are our own products, not third-party client deliverables — we'd rather show you working systems with that caveat than invent case studies without it. The diagnostic is us doing the same thing to your business, live, in front of you.

If this is your world

Built for operating businesses.

Manufacturers

The setter who is the manual, job history in mailboxes, the audit scramble — and what a factory's own AI brain does about them.

AI for manufacturers →

Distributors & wholesalers

Customer pricing only two people can explain, rebate windows closing quietly, the POD hunt — the paper trail your margin depends on, askable.

AI for distributors →

Another industry?

The brain isn't an industry template — it's built from your files, mailboxes and history. The diagnostic tells you honestly whether the pattern fits.

Begin the diagnostic →

Before you ask

The questions owners ask, answered straight.

The FAQ

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

Read the FAQ →

Key-person risk

What happens when the one person who knows retires — and what capturing knowledge actually means now.

Read the essay →

POPIA and private AI

What the Act makes of staff pasting customer information into free AI tools — and the private alternative.

Read the essay →

Next step

Watch your business get written down.

Twenty minutes of plain questions. You get the first workflow we'd prove, the stage that fits, and the fixed price — before you commit a rand.

Begin the diagnostic