How would you like to start?
Ask a question and get an answer, or look through the work first. Either way you end up in the same place.
AI consultancy · Johannesburg
AI that Works.
Revision AI works with operators to find where AI genuinely solves a business problem, build the working system that solves it, and train the team to run it without us.


What does an engagement cost?
It depends on scope, and we will not pretend otherwise. The first conversation becomes a one-page scope, price and timeline, at no cost.
Do we need technical people on our side?
No. The work is designed around the person who will use the system daily, not around an engineering team. If you do have engineers, we work alongside them.
What if AI is not the right answer?
Then we say so, and tell you what is. A diagnostic that concludes you should not build something has already saved you the build.
Who owns what you build?
You do. Code, documentation and the system itself are handed over.
How do you handle our data?
Where data is personal or regulated, processing runs on local infrastructure. No cloud services, and no model in the data path. You are told exactly where your data sits before anything is processed.
Do you train our team?
Yes, and we treat it as the finish line rather than an add-on. A system nobody can run is not a delivery.
What does an engagement cost?
It depends on scope, and we will not pretend otherwise. The first conversation becomes a one-page scope, price and timeline, at no cost.
Do we need technical people on our side?
No. The work is designed around the person who will use the system daily, not around an engineering team. If you do have engineers, we work alongside them.
I work inside your team, on your systems, in your working week, not across a contract boundary. The first thing built is a shared understanding of the work.

To revise is to look again with fresh eyes. We help teams rethink the work before adding technology.
Demo 001Internal tool · Rapid prototypingFii, the app that builds appsThe internal tool we use to stand up working prototypes and interface concepts in hours rather than weeks.Watch ↗
Demo 002R&D · Agentic workflowsHands-free operationAn experiment in letting an agent drive a multi-step task end to end, with no human in the loop.Watch ↗
Demo 003R&D · Multi-agent systemsAgents working togetherSeveral specialised agents co-operating on one task, built to find where the pattern holds and where it breaks.Watch ↗
Demo 004Prototype · Sport analyticsAnalytics in motionA soccer analytics prototype that became a repeatable framework we have since reused in other domains.Watch ↗
Demo 005Prototype · Creative toolsAI interior décorAn early prototype showing how AI could make specialist creative tools usable by non-specialists.Watch ↗