Author: Kabirat Olajire
Kabirat Olajire is a UK-based AI and Data Science leader with experience delivering machine learning, data analytics, and AI engineering solutions across Nigeria and the United Kingdom. She focuses on making artificial intelligence practical, accessible, and commercially relevant beyond the tech industry. Her work examines the intersection of AI, data, public institutions, and society, with a distinct focus on Africa’s role in the global AI economy. Kabirat is a contributor to Techparley Africa, where she authors the AI FOR ALL column. The series provides guidance to individuals, businesses, and governments on adopting AI thoughtfully, responsibly, and in alignment with local context. She can be reached via olajirekabiratodunayo@gmail.com
Seven articles ago, we began with a simple question: Should you even bother with AI? It wasn't the question many people expected. At a time when headlines urged every organisation to "embrace AI or be left behind,"...
Spend enough time reading about artificial intelligence and you'll notice one phrase appearing almost everywhere: Responsible AI. It's in company reports. Government strategies. Conference presentations. Product launches. Everyone says they're building or using AI responsibly. Far fewer...
AI FOR ALL: The Human in the Machine. Why AI implementation fails when you forget the people using it?
Let’s paint an image. An organisation decided to implement AI use in their workflow. It hired experienced consultants and invested in a modern AI...
AI FOR ALL: Bridging the Gap, practical first steps for Nigerian public institutions ready to implement AI
Across Nigeria, there is growing recognition that artificial intelligence will influence how governments deliver services, how universities support learning, and how public institutions make...
AI FOR ALL: Beyond Imported AI, Why Africa’s AI Future Should Not Copy Western Models
Ask someone to name an AI tool they've used recently, and chances are they'll mention a chatbot, a writing assistant, or an image generator...
AI FOR ALL: The AI Divide, Why some organisations are pulling ahead while others are left behind
In one office, a customer service query is answered in seconds by an AI assistant that has been carefully trained on company policies, integrated...
AI FOR ALL: The Hype vs The Reality, What AI Actually Does Well and Where It Fails
If you believed every AI advertisement, you'd think you're only one subscription away from running an entire organisation with the click of a button. ...
AI FOR ALL: An Easy Guide for Small Businesses and Nonprofits on AI Preparedness
A lot of AI content starts with the same assumption: you should be using AI already. But that's not a strategy, it's pressure. And...
