There's a common assumption in discussions about AI adoption:
If people are using AI tools, then AI adoption is happening.
Not necessarily.
A business owner using ChatGPT to write a caption is very different from a business integrating AI into customer support, reporting, operations or decision-making.
That's the gap highlighted by the new AI Skills for Business Programme from HP and UpSkill Universe.
The programme aims to train 55,000 SMEs across Nigeria and South Africa using HP LIFE, with additional live training and an intensive bootcamp for selected participants.
The numbers
UpSkill Universe says a recent study found:
Nearly 70% of SMEs remain in the early stages of AI adoption.
Only 9% have embedded AI into day-to-day operations, strategy and decision-making.
These figures are from a study cited by the programme organisers, so they shouldn't automatically be treated as a universal benchmark for every Nigerian SME.
But the distinction they highlight is useful.
AI usage
Business owner
↓
Uses ChatGPT occasionally
↓
Generates content / ideas
AI integration
Business process
↓
AI-assisted workflow
↓
Human review
↓
Business decision/action
↓
Measurable result
The second requires considerably more planning.
Why developers should care?
Developers often focus on the technical side:
APIs
Models
Prompt engineering
RAG
Agents
Automation
Data pipelines
But SMEs don't necessarily start with those technologies.
They start with a problem.
For example:
“I spend four hours every week preparing reports.”
That's a business problem.
AI might become part of the solution.
Another business might say:
“We receive too many repetitive customer questions.”
That's another problem that could potentially be addressed with automation or AI-assisted customer support.
The technology comes after understanding the workflow.
What the programme is doing
The HP-UpSkill programme has a three-level structure.
- 55,000 SMEs
Participants will be onboarded to HP LIFE and expected to complete at least three AI courses.
- 5,000 SMEs
Five thousand participants will receive live 90-minute facilitator-led training focused on real business challenges.
Each participant is expected to leave with an AI tool to test within 30 days.
- 50 SMEs
The top 50 performers will move into a Build Your Business with AI Bootcamp involving business audits, HP mentorship and 90-day action plans.
The programme also aims for 40% participation from youth and women-led businesses.
AI implementation isn't just an engineering problem
Suppose a developer builds a chatbot for an SME.
Technically, it works.
But then what?
Who maintains it?
Where does its knowledge come from?
What happens when the model gives a wrong answer?
What data can it access?
Who reviews sensitive outputs?
When should a human take over?
How do you measure whether it is actually saving the business time or money?
Those questions are part of AI adoption.
A working AI feature isn't automatically a useful AI system.
The skills layer
This is why business-focused AI training is becoming increasingly relevant.
Business owners don't necessarily need to become machine-learning engineers.
They do, however, need enough understanding to identify suitable use cases, evaluate AI tools, manage risks and integrate the technology into their workflows.
Developers also benefit from understanding the business problems behind the systems they build.
Nigeria's wider technology-training ecosystem includes organisations such as TEKHUB, which provides technology and digital-skills training.
The interesting part: moving from courses to experiments
The programme's 30-day implementation component is particularly relevant.
Learning about an AI tool is one thing.
Actually testing it inside a business creates feedback.
The business can ask:
Did it save time?
Did it improve accuracy?
Did customers respond better?
Did it reduce repetitive work?
Did it create a new problem?
Is the cost justified?
Those are much more useful questions than simply asking whether a company “uses AI.”
Final thought:
The AI adoption conversation shouldn't only be about how many businesses have access to AI.
It should also be about how many businesses know what to do with it.
The difference between experimentation and integration may become one of the defining digital-skills challenges for African SMEs over the next few years.
Top comments (0)