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Part One: Understanding AI Agents vs Agentic AI – What Business Owners Need to Know

  • Writer: Mervin Rasiah
    Mervin Rasiah
  • Jun 20
  • 2 min read

Imagine this: You run a business and want to automate customer service. You deploy a chatbot that answers FAQs. It’s helpful but limited. Now imagine an AI that not only chats with customers but also schedules meetings, analyzes feedback, and adapts its behavior over time. That’s the leap from AI Agents to Agentic AI.


What Are AI Agents?

AI Agents are systems designed to perform specific tasks by perceiving their environment and acting toward a goal. Think of them as digital employees with a narrow job description.


Examples:

  • A Roomba vacuum navigating your home

  • A chatbot answering customer queries

  • A trading bot executing stock orders


Key Traits:

  • Task-specific

  • Reactive or minimally adaptive

  • Limited autonomy


Agentic AI is the current hot topic in AI
Agentic AI is the current hot topic in AI

What Is Agentic AI?

Agentic AI refers to highly autonomous systems capable of planning, reasoning, and pursuing long-term goals. These systems go beyond simple tasks—they can manage complex workflows and adapt to changing environments.


Examples:

  • AutoGPT-style assistants

  • AI that manages your calendar, bookings, and emails

  • Enterprise-level decision-support systems


Key Traits:

  • Multi-task and goal-oriented

  • Proactive, adaptive, and reflective

  • Built on advanced LLMs with memory and planning


Comparison Snapshot

Feature

AI Agents

Agentic AI

Scope

Task-specific

Multi-task, goal-oriented

Autonomy

Varies

High autonomy

Intelligence

Basic to moderate

Advanced (LLMs, memory, planning)

Behavior

Reactive

Proactive and adaptive

Use Case

Chatbot

Project manager AI

💡Why This Matters for Business Owners


Understanding the difference helps you choose the right AI tools for your business needs. AI Agents are great for quick wins—automating repetitive tasks. Agentic AI, however, can transform operations, offering strategic insights and managing complex processes.

📣 Coming Up in Part Two…


In the next post, we’ll explore:

  • Real-world business applications of Agentic AI

  • Risks and ethical considerations

  • How to prepare your business for Agentic AI adoption


💬 Let’s Talk!

Have you used AI in your business yet? What tasks would you love to automate or delegate to an AI assistant? Share your thoughts in the comments or reach out at mervin@mrcs.cloud.

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