Introduction
Are you worried that "AI will take over our jobs"? I'm here to share some news with you today. Do you know about "AI agents" that are now a hot topic globally among businesses worldwide? Unlike traditional chatbots, AI agents are autonomous systems that solve problems independently on their own.
In this article, we'll explain in an easy-to-understand way the essence of AI agents and practical insights you can learn from case studies by global companies like HubSpot and Anthropic. By the time you finish reading, I'm confident you will discover a new perspective on how to leverage AI in business.
The Essence of AI Agents—Autonomy is the Key to Revolution
Traditional generative AI operated as a "second-hand" relationship where humans give instructions and AI responds. But that's not what AI agents are about.
Three Key Features of AI Agents:
- Autonomy—They don't require continuous human instruction; they manage multiple processes independently
- Multi-task Handling—Instead of single tasks, they understand and advance through entire projects
- Result Monitoring—They check whether their own answers are correct and make adjustments as needed
This autonomy has the power to change business conventions dramatically.
The "Walls" AI Agents Are Breaking Down—A Three-Stage Transformation of Work
There's a concept championed by renowned CEOs: "The idea that human domains were protected before being invaded by giants, guarded by three walls."
Wall 1: Simple Tasks (Already Collapsed)
- Destroyed with the advent of ChatGPT
- Activities like creating templates and data entry have already been automated
Wall 2: Multi-task Integration Types (Collapse in Progress)
- Proven through Anthropic's experiment "Project Vend"
- AI can complete entire operations—just like running a small business, from order taking → search → purchasing → delivery
- However, there are limits with judgment abilities unique to humans, such as pricing strategies
Wall 3: Professional Knowledge (Expert Domain)
- This is exactly the area being fought over right now at the forefront
- A new role has emerged: "AI Agent Manager"
See How Companies Are Responding—Learning Ecosystems from HubSpot's Practices
HubSpot, a global leader in Customer Relationship Management (CRM) software, launched groundbreaking initiatives leveraging AI agents.
Specific Application Examples:
- Company Research Agents—Simply enter the name of a company customers are interested in, and it automatically researches executive names, business content, and latest news
- Stock Price Monitoring Agent—Sends email notifications when exchange rates like USD/JPY drop below "JPY146/$"
- Open Platform—People who create excellent AI agents undergo review so that anyone can use them
Advantages of Ecosystems:
You're not solely dependent on in-house engineers; you can also leverage external resources. This factor accelerates corporate growth speed significantly.
Summary
Change is fast, but there's no need to panic.
In the age of AI agents, job content will fundamentally change. Simple tasks are already being automated, and jobs involving integrated processes across multiple steps are gradually being replaced one after another. Even remaining knowledge-based domains might be eroded in some distant future.
However, we shouldn't fear this. Why? Because coexistence with AI makes us more free and accelerates corporate growth itself.
We'll acquire a new role: "AI Agent Manager." People capable of managing and integrating autonomous AI will become the most valuable assets going forward.
Only companies that don't fear change but actively embrace AI use will transform industry structures and lead the future. Begin preparing for those days today.


