Where to actually start with AI in your business
A no-jargon first move for owners who keep hearing they should “use AI” but were never told what that means on a Tuesday morning.
Read the articleGetting Started with AI
Practical AI for the businesses that actually run things.
Honest, grounded writing on putting AI to work - from a software company that builds these systems for businesses across Africa every day.
Before AI can answer anything about your shop, something has to be writing it down
The most common reason an AI tool disappoints a business owner is not the AI. It is that the business was never recording the thing they wanted answered.
6 min read
What it actually costs to run an AI feature - and how you stop it breaking silently
AI features have a cost per use, which most pricing models ignore until it hurts. They also have a failure mode software does not: a small prompt edit silently changing an answer. Metering and regression tests are the unglamorous answers to both.
5 min read
An analyst that answers on WhatsApp, in the language you actually think in
We could have shipped Rai as a beautiful dashboard nobody logs into. Instead it answers on WhatsApp, in English, Swahili or Sheng, because adoption is not won by features - it is won by removing the reasons not to ask.
4 min read
I built a WhatsApp expense assistant for ERPNext - snap a receipt, and the ledger updates itself
UpeoXpense turns a WhatsApp photo of a receipt into a validated, posted ERPNext expense. AI reads the receipt; plain, auditable code makes every decision. Here is how it works, the accounting model behind it, the full tech stack, and how to adapt it to your own business - it is MIT-licensed and open source.
11 min read
I talked a client out of buying AI. Here's why.
A client came ready to pay for an AI project. We told them to keep their money and do a cheaper thing first. Here is why that was the right call - and what it tells you about who to trust.
2 min read
No silent writes: the rule that decides whether you can trust an AI in your business
The moment an AI can change your records without asking, you have stopped supervising it and started hoping. We built Rai so that every write is drafted, shown, approved, logged and reversible - and here is why that line matters more than any clever feature.
5 min read
Before you pay anyone for AI, check these six things
Most money wasted on AI is spent by businesses that were not ready to spend it. Six honest checks - about your data, your goal, and your foundation - that tell you whether to buy now, or take a cheaper step first.
5 min read
A WhatsApp assistant for a retail counter: what we built and what we learned
How a retail business moved its most repetitive customer questions onto an AI assistant inside WhatsApp - the design, the guardrails, and the honest trade-offs.
3 min read
Your business data never leaves your server - here is how that works
Every business owner asks the same question about AI: where does my data go? For Rai the honest answer is nowhere. The reasoning happens on our servers, the data stays on yours, and only computed results cross between them.
5 min read
Thinking about AI in your own business?
We build the systems we write about - for retail, clinics, workshops and property businesses across Africa. Tell us what you run, and we will tell you honestly where AI would help and where it would not.