You’re definitely paying for an AI subscription. Or three. Now name one invoice, one hour or one sale that changed because of it.
You’re in excellent company. The biggest companies on the planet are doing exactly the same thing, just with more zeroes.
The corporates are burning money at industrial scale
McKinsey’s State of Organizations 2026 surveyed the world’s large organisations and found that 88% are now using AI in some form, while 81% report no meaningful impact on the bottom line. An MIT study of generative AI pilots put the failure rate even higher, classifying roughly 95% as delivering no measurable return. PwC asked 4,450 chief executives across 95 countries and more than half said their AI deployments had produced neither higher revenue nor lower costs. Only one in eight got both.
Think about what that means. These are companies with dedicated data teams, consultants on retainer, and budgets that would fund a mid-sized municipality. They bought the best tools available, deployed them at scale, and got fuckall return.
If it’s not working for them, the odds that it’s working for you are slim.
The money went to the software, not the people
The interesting question is why, because the answer is not that the technology is shit.
Deloitte found that 93% of corporate AI budgets go to the technology and 7% to the people expected to use it. That single split explains most of the failure. The tool arrives, everyone gets a login, a few people poke at it for a fortnight, and then the work carries on exactly as it did before, except now there’s a monthly invoice attached.
Nothing changed because nobody decided what should change. A subscription is not a decision.
South Africa is buying at the same pace
We’re not sitting this one out. AI subscription payment volume in South Africa jumped 125% in a single year, and the share of AI in total subscription spend doubled. Among higher-income South Africans surveyed, 43% now pay for an AI subscription of some kind. Adoption here runs ahead of many developed markets.
The training doesn’t. A Deloitte Africa survey found only 22% of South African organisations offer any structured AI training. So we’re buying at first-world speed and absorbing at a fraction of it, which is the exact recipe that produced that 81% number overseas.
For a small business the maths is less forgiving than for a corporate. A R400 monthly subscription that changes nothing is R4,800 a year, which is a decent chunk of a marketing budget, spent on the feeling of keeping up.
Buy an outcome, not a tool
The fix isn’t to swear off AI. We’ve argued before that AI belongs in the plumbing of your business, on the admin and the grunt work, nowhere near the things your customers actually see. This is the same argument pointed at your bank account.
Start from the job, never the tool. Pick one task that repeats every week and already has a number attached to it. Hours spent writing quotes. Calls missed after five. Invoices chased twice before anyone pays. Write down what that number is today, honestly, before you touch anything.
Then run one tool at that one task for a month and check the number again. If it moved, keep paying. If it didn’t, cancel it without sentiment, because you’ve just learned something the corporates spent billions failing to learn. The tools that survive this test tend to be boring: transcription, drafting, scheduling, reminders. The ones that don’t tend to be the ones with the most impressive demo.
And when a task is specific enough and repeats often enough, renting a generic tool stops making sense. That’s the point where something built for your actual workflow pays for itself, and where most small businesses never think to look, because the subscription was easier to buy than the question was to answer.
One number, this week
Pull your subscriptions up and go through them one at a time with a single question: what would break if I cancelled this tomorrow?
Anything you can’t answer in one sentence isn’t a tool.
If you’d rather spend that money on something built to do an actual job in your business, let’s talk.