Technology · Innovation · Partnership

We connect technology, data and AI to create better businesses.

We help organisations modernise the way they operate. From enabling secure AI adoption and building advanced data analytics platforms to eliminating process inefficiencies and automating disconnected workflows.

We design practical technology solutions around real business challenges. Our work currently includes digital transformation and analytics initiatives for multinational organisations

One of our current clients · Multinational Vault, Gold and Wealth Group

Connecting data into business opportunity

We are currently building a data analytics platform for an international vault, gold and wealth group, designed to bring together information from across multiple systems and turn it into practical business intelligence.

The platform connects previously separated data sources and uses AI-enabled analytics to identify opportunities such as cross-selling, customer segmentation, behavioural trends, dormant accounts and gaps between products or services already used by existing clients.

Instead of relying on manual exports or separate reporting processes, teams can work from a more unified view of the business and surface insights that would otherwise be difficult or time-consuming to identify.

The platform is being designed around controlled, read-only access to approved data and queries, using technologies such as MCP to securely connect AI capabilities to existing systems. As the platform develops, we are expanding the range of analytics, commercial use cases and reporting capabilities available to the business.

Asked

Which vault clients have never bought gold?

Matched

  • storage_clients_no_bullion
  • bullion_buyers_no_storage
  • accounts_quiet_90_days

Approved questions only. Read only.

Joined

1 204

rent a vault

Billing system

1 431

buy metal

Trading platform

Matched on account number. Neither system can see the other, which is why nobody had this list before.

Answered

184 accounts

R 12.6m a year in storage fees, no metal bought.

1 020 do both 184 rent only
A live demonstration using illustrative figures.
  • LLM platform
  • MCP connector
  • Node.js
  • Analytics

The live platform operates within the client’s own environment and works with confidential commercial data. For security reasons, we do not publish access or screenshots of the production system. The demonstration above illustrates how the solution works using sample data.

What we do for your business

Technology solutions built around real business needs, each one live on this page

Here are live depictions of some core solutions. Every panel below is the real thing running in your browser, not just a picture of it.

01 · Process efficiency

The manual job, found and removed

Every business has one: the register filled in by hand, the export re-keyed into another system, the check somebody does every morning because the software will not. We find that job and take it out of the day. The panel is a clock-in API doing exactly that: a face scan replaces the paper register, and the answer is back before a pen would be.

  • Node.js
  • REST
  • Postgres
  • Auth
Live request
POST /v1/attendance/clock-in
{
  "site": "warehouse-2",
  "image": "<base64>"
}


            

A demo endpoint. It talks to nothing and stores nothing.

02 · Workflow automation

Requests that move themselves

Most businesses do not need new software so much as a way to get what they already own to work as one flow. A request comes in, becomes a ticket, and is assigned, tracked and closed without sitting forgotten in somebody's inbox in between. We write the joins and the rules: documented, versioned, and boring in the way that matters: it keeps working when nobody is watching it.

The panel is a mock-up running live. Every ticket and person in it is invented.

  • Workflows
  • Ticketing
  • Node.js
  • Postgres
Live, looping

03 · Data analytics platform

Your own data, asked in plain English

An analytics platform should not need a report builder or a training course. An MCP connector lets an assistant reach into your systems safely: someone asks a question the way they would say it out loud, and the answer comes back from live data. It runs over a fixed set of queries you approved, read only, so nothing can be written back and no number is invented.

  • MCP
  • LLM platform
  • Analytics
Ask it something

Matched to

Answers come from a small invented table in this page. Never a client system.

04 · AI enablement

AI on your own business, with the brakes on

Most businesses do not need a model of their own. They need the assistant their team already uses to see the business safely: a fixed set of questions it may ask, read only access, nothing that can send, spend or delete, and an answer that comes from live data instead of a guess.

We work out where it genuinely saves time, wire it to your systems through that approved list, and train the people who will use it. Everything it touches is something you agreed to first, and you can take any of it back without us.

  • MCP
  • Guardrails
  • Read only
  • Training
Try asking for something

Allowed

Matched an approved question and read nothing else.

The rules are the real ones we build to. The data behind them is invented, and this page is connected to nothing.

05 · Websites

And a site you can actually change

Written by hand, fast, and mobile first. No page builder to renew, no database to keep alive, no admin login to lose. Swapping a photograph is dropping a file in place of the old one, so the site can follow a season or a new range without being rebuilt.

  • HTML
  • CSS
  • JavaScript
  • Vercel
Move your pointer
robin-ruth-website.vercel.app
The Robin Ruth South Africa home page, showing a full-width Table Mountain photograph behind the headline Travel. Explore. Remember.

Some of our recent work

Built for real businesses and real use case

From public websites to internal business platforms, these are use cases of solutions we have designed and delivered. Where client systems are confidential, we use simplified demonstrations and sample data to illustrate the underlying functionality.

The Robin Ruth South Africa home page, showing a full-width Table Mountain photograph behind the headline Travel. Explore. Remember.

Robin Ruth South Africa

A modern brand website for a travel apparel and souvenir retailer, designed to showcase products, strengthen brand storytelling and make it easy for customers to find stockists and get in touch. The site is fast, responsive and designed to provide a seamless experience across all devices.

Visit the site

Facial Recognition Attendance System

A smart attendance solution that allows employees to clock in using facial recognition, replacing physical cards, PINs and manual registers. The system helps reduce time theft and buddy punching while simplifying attendance tracking and reducing administrative work.

Demonstration shown using sample staff and data.

Why work with us

Built around your business

Direct access to the people building your solution

We work closely with our clients from design through to delivery. When something needs to change, you are speaking directly with the team that understands the solution and built it.

Technology you can own and control

We build solutions that give you ownership and flexibility over the technology behind your business, reducing unnecessary vendor dependency and making future changes easier.

Designed to be efficient to operate

We choose modern architectures and technologies with long-term operating costs in mind, helping keep solutions scalable, maintainable and cost-effective as your business grows.

Built to evolve with your business

Business needs change quickly, and your technology should be able to change with them. We design solutions that can be adapted, extended and improved as new requirements emerge.

Let’s build something that creates value

Tell us about your business, the challenge you are facing, or the opportunity you see. We will explore where technology can make a difference and get back to you within one working day.