What is Agentic AI?
The talk about AI in business has changed fast. We are no longer just discussing helpful chatbots. We have moved past simple, one-step task automation. The new frontier is autonomous, intelligent agents. These are AI systems that can manage complex workflows all on their own. For many South African SMEs, this leap forward is perfectly timed. Many skilled workers still spend countless hours on complex tasks. These include meticulous lead qualification, persistent invoice chasing, and customer support triage. These manual jobs are not just slow. They are also prone to human error, create bottlenecks, and stop sustainable growth.
So, what is Agentic AI? In simple terms, it refers to smart systems that act on their own. They can plan, execute, and adapt a series of tasks to reach a goal. They do all this without needing step-by-step human instructions. Think of it like this. A basic calculator needs you to type in every number. An agentic AI is more like a junior financial analyst. You can just ask it to "prepare a summary of last month's outstanding invoices." The analyst understands the goal. It knows which tools to use, like email and accounting software. It can also solve problems that pop up along the way.
| Feature | Traditional Automation (RPA) | Agentic AI |
|---|---|---|
| Driving Force | Rule-Driven: Follows a strict, pre-programmed script. | Goal-Driven: Understands the desired outcome and plans its own steps. |
| Flexibility | Brittle: Fails if the UI or process changes slightly. | Adaptive: Can navigate changes and find alternative ways to complete a task. |
| Scope | Task-Oriented: Automates a single, repetitive action. | Process-Oriented: Automates an entire workflow. |
| Capability | Mimics Actions: Repeats what it's told. | Reasons & Problem-Solves: Can make decisions and handle exceptions. |
The benefit for a South African SME is massive. It is the difference between automating one click and automating a whole business function. According to Goldman Sachs, generative AI could automate up to 46% of administrative tasks, freeing up your team for strategic work[1]. This shift from simple rules to smart, outcome-driven workflows is the core of modern Business Process Automation (BPA).