12/12/2025
Wake up and smell the coffee [Part 2]
__Why I launched GPU as a Service with YOU in mind
At the Africa Tech Festival last month, I overheard someone asking: "What exactly is a GPU anyway?!" I was a little surprised, but I know once upon a time someone asked, "What is a light bulb?" or even "What is a car?" Imagine!
A "Graphics Processing Unit" [GPU] is basically a specialized processor "supercomputer" with highly complex superfast circuitry that can do thousands of complex mathematical computations in parallel. They can do analysis and make algorithmic predictions almost faster than you can blink your eye. Billions of microscopic transistors and "interconnectors" on silicon chips make this possible!
Why does this matter? All this makes faster than ever before in human history!
Now these GPUs are expensive, very, VERY, expensive! When I saw how much, I almost choked! And you can't build an AI factory with just a handful! They come in clusters of thousands, installed in specially built data centres with excellent cooling systems and computer engineers staffing them 24/7.
Even most large companies like mobile operators and banks cannot afford this infrastructure, unless, of course, it is a behemoth from Europe, Japan, the USA, and some Asian countries.
This is why so-called experts expected Africa wouldn't get access to GPUs... because they couldn't imagine we'd come up with a viable business model! But of course we did.
__Our is called "GPU as a Service" [GPUaaS].
Cassava and its investors have taken on the high infrastructure costs to install GPUs in our specially outfitted AI factory data centres which will be located in several hubs starting in South Africa. Then we simply rent out access [via the Cloud] to those who need it and charge based on usage, which can be a few months or even years.
Yes, we rent out capacity, designed so you can access it from anywhere in Africa. We call this "AI Compute".
So what does this mean for an African and other enterprises?
If you're developing an AI-based service in your own mother tongue, for example, you'll likely first "train" and create the AI model using high-quality African language data.
Once trained, you "execute" via the "inference process" where your model starts making predictions and output with new data. The guys who really understand this simply call it "running an AI workload on a high-speed computer".
__Financial services companies, digital content creators, scientific researchers, AI and machine learning developers all need to run these workloads, and they are, all over the world.
In Africa, GPUaaS involves contacting our sales teams to discuss your needs and our usage-based payment model. Of course there are a few Ts&Cs, but it's straightforward.
University research scientists working on agriculture, pest control, wildlife management, and climate patterns have already begun signing on. Enterprises like banks and mobile operators have been especially quick to see the opportunity. I earlier shared about our social enterprise partnership to make access available to NGOs working in health, education, and agriculture.
Many tech-savvy governments have also moved from words to actions, especially creating what we call a "Sovereign Cloud" using a SuperComputer.
I'm oversimplifying, but your starting point as an is to acquire and without delay. You don't get that in WhatsApp groups discussing gossip! Get about this stuff.
My young brother and dear friend Ralph Mupita, who runs MTN, recently said he now sets aside several hours every night to "go to school on AI". That is what really means.
For me, you, and all of us!
What actions are YOU taking now? I've shared some of what we're doing.
We've made a very investment in AI infrastructure in Africa for you as , our nations, our enterprises, our NGOs, and research institutions to have the tools needed to deploy new technologies to grow opportunity and prosperity and... launch our own tech unicorns!
We know it's all moving fast, but with GPUaaS, we've made access to the best in the world affordable, for you.
Image credit: KWB - Ubuntu Hope via Google Gemini Nano Banana Pro [GPU image purchased from stock photo company]
