Insights

State of AI Delivery ZA 26: three early signals

AI in South African business doesn't have a technology problem. It has a follow-through problem. That's the clearest pattern so far in the State of AI Delivery in South Africa survey, now past 250 responses.

What should your first AI agent be allowed to do?

In most AI briefs, the first question is whether the model can do the task. It usually can, more or less. The question that decides whether the project works is a different one. What happens when it is wrong?

MCP & AI Agent Engineers, Vetted and Matched

DayOne matches growing businesses with vetted engineers who build Model Context Protocol (MCP) servers and AI agents. They come from DayOne's closed network of AI professionals, not an open marketplace.

South Africa's AI gap is people, not infrastructure

South Africa's big companies are deploying AI. Growing businesses are lagging. The missing piece isn't cloud or models. It's people, clarity and governance.

Benchmark Before You Automate: Pick the Right Workflow

Every growing business has a workflow that complains the loudest. The reporting that eats a Friday. The onboarding that lives in someone's inbox. The proposal nobody wants to write.

Who to Hire for AI: Start With the Question

A board meeting ends with a decision: "We need to do more with AI." A week later there's a job advert for a Head of AI. It lists machine learning, strategy, vendor selection, change management, data engineering and "evangelising AI across the organisation". Nobody could do all of that.

DayOne vs Andela: AI talent for growing businesses

DayOne and Andela both put skilled people behind AI work, but they are built for different buyers. Andela is a large, global technology talent company. DayOne is a closed, vetted network of AI professionals for growing businesses.

Before You Hire for AI, Decide the Shape of the Team

Most growing businesses start their AI plans with a job advert. Someone writes "Head of AI" or "Machine Learning Engineer", posts it, and waits. Three months later they have either an empty seat or one person carrying a role that was never defined.