Rapid prototyping
Find out what AI can unlock for your business.
Somewhere in your business there is valuable work that follows a pattern and still gets done by hand. We help you identify the work and determine if AI can help you streamline those processes. We do this by building working prototypes that put the evidence in your hands.
Assumptions are placeholders for evidence. A prototype running on your real work replaces guesswork with proof.
What you get
A working prototype in days.
A rapid prototype is a small, working system that takes on one real task from your business: reading the documents you receive, drafting the quotes you send, answering the questions your team answers every day. It runs on your actual work, beside your existing systems, and produces results you can check line by line.
Built in days
The scope is one task, deliberately small. Small keeps it fast, and fast keeps the cost of finding out low.
Runs on your real work
Sample documents, live examples, actual records. The prototype earns trust by handling the same inputs your team does.
Judged on evidence
At the end you can measure the results against how the work is done today, and continue, adjust, or stop on a clear basis.
The process
It starts with the people doing the work.
The best opportunities rarely announce themselves. They sit inside everyday work that is high-volume and pattern-shaped: reading and retyping, translating one format into another, estimating from experience, answering the same questions again. That is where AI pays off first, and the people closest to the work know exactly where it lives.
- 01
Workshop
We run an initial workshop with you and the people who do the work. Together we map the repetitive, pattern-shaped tasks and pick the bottleneck where a prototype can prove value fastest.
- 02
Build
We build the prototype in days, on your real examples, checking in as it takes shape.
- 03
Review
Incremental reviews and discussions with your team. Each round sharpens the prototype against real inputs and real opinions.
- 04
Decide
You see what the prototype did with your work, what it got right, and what it saves. The next step is your call, made on evidence.
The harness
The parts that must be exact are protected by design.
Everything in your business that must be right every time— prices, invoices, stock, compliance—is enforced by unbreakable rules. The system cannot bend them, whatever the AI suggests. Within those rules, the AI does the intelligent work: translating, estimating, and extracting, guided by guidelines you set. And the prototype sees only the data it needs. Your data stays yours.
Unbreakable rules
The exact parts of the work are enforced in code with one correct answer. The AI works within them and cannot override them.
Guidelines you set
The AI’s judgment work follows guidelines written with your team, in your terms. When the guidelines change, its behaviour changes with them.
A person approves
Wherever output matters, someone signs off before it counts. The AI drafts; your people decide.
Proof
Two weeks in, the savings were visible.
Dean and Regardt helped us build a prototype within two weeks. They understood the problem deeply and in our first prototype iteration, we could already see massive savings on tasks that have historically been blockers to scaling our business.
Venco Kruger, Associate, Pragma Konsult
Next
Curious what AI could unlock for you?
It starts with a call. If it makes sense, we set up a workshop with the people who do the work, build the prototype in days, and you decide with the evidence in front of you.