Agentic Security Series: When AI Stops Answering and Starts Acting (Part 1 of 6)
FranklyTECH
The Agentic Security Series (Part 1 of 6)
Why Is Agentic Security Important?
Would you give a new employee unrestricted access to your email, customer records, financial systems, confidential documents, and the authority to make decisions on behalf of your organization on the first day? Most business leaders would say “no.” Yet many organizations are preparing to give AI Agents access to the same information and systems without fully understanding the risks involved.
More companies are implementing AI Agents to automate repetitive work, increase productivity, and streamline business processes. The potential benefits are enormous. Organizations can reduce manual effort, improve efficiency, and allow employees to focus on higher value responsibilities. As AI adoption accelerates, businesses are connecting AI Agents to company data, applications, workflows, and decision-making processes.
Before discussing Agentic Security, it is important to understand the relationship between AI Agents and Agentic AI. The terms are closely connected, but they are not exactly the same.
Agentic AI is the concept.
AI Agents are the systems that put that concept into action.
Traditional AI typically responds to a question, summarizes information, generates content, or provides a recommendation. Agentic AI goes further. It can be given a goal, access information, use tools, make decisions, and complete multiple tasks with limited human involvement. AI Agents are the actual systems that use these capabilities to perform work.
The easiest way to think about it is this:
Traditional AI is like an advisor who gives you answers.
Agentic AI is like an employee who can perform the work.
When I was a kid, I owned a Commodore 64 computer. I know, old school. Back then, computers did only what you explicitly told them to do. If you wanted a computer to perform a task, you had to enter commands, write code in BASIC (believe it or not, I learned that in eighth grade), save your programs to cassette tapes or floppy disks, and manually execute every step. If you do not know what cassette tapes or floppy disks are, I am sorry, but that is a conversation for another day. There was no artificial intelligence, no intelligent automation, and certainly no computer capable of making decisions on your behalf. Fast forward to today, and we have gone from telling computers exactly what to do, one step at a time, to giving AI systems a goal and allowing them to determine how to accomplish it.
For decades, computers waited for instructions. Today, we are beginning to trust AI Agents with access to our emails, files, customer data, business applications, and decision-making processes. That is a remarkable evolution. It’s also why Agentic Security matters.
If you ask traditional AI how to schedule a meeting, it may explain the process. Ask an AI Agent to schedule the meeting and the agent may check calendars, identify an available time, send invitations, reserve a conference room, and notify attendees.
That is where the security conversation changes. At its core, Agentic Security is about governing, monitoring, and controlling AI Agents so they operate within clearly defined boundaries. The concern is not that AI is inherently dangerous. The concern is giving any technology more access and authority than it needs. The more systems an AI Agent can access, the more information it can see, and the more actions it can perform, the greater the potential impact on the organization. Business leaders should be asking several important questions before granting an AI Agent access:
What information can it see?
What systems can it access?
What decisions can it make?
What actions can it perform?
Who remains accountable for the outcome?
These are not simply technology questions. They are business questions. Many employees are already using AI tools without fully understanding the potential implications. An employee may unknowingly upload confidential information, grant excessive permissions, connect an unauthorized application, or share sensitive data with an AI system.
As AI Agents become more capable and autonomous, organizations must invest in employee education and awareness just as seriously as they invest in the technology itself. I may be a little biased as the owner of a computer training company, but I firmly believe most technology challenges can be addressed through education and awareness. For more than 30 years, I have watched organizations invest heavily in technology while underinvesting in training. One of the reasons I started FranklyTECH is because I believe AI is moving faster than many people understand, and the implications are too important to ignore. Employees need to understand what information can be shared, which systems may be connected, what permissions may be granted, and when human review is required.
An employee who does not understand the risks, working alongside a highly capable AI Agent, can create significant exposure for an organization.
My recommendation is simple:
Invest in both technical staff and end-user training and awareness.
Treat an AI Agent like a newly hired employee.
Define its responsibilities.
Start with limited permissions.
Give it access only to the information and systems required to perform its assigned work.
Monitor its activity.
Require human approval for sensitive or consequential actions.
Maintain an audit trail.
Establish clear policies governing the use of AI within the organization.
Most importantly, make sure someone remains accountable for the work it performs.
The more an AI Agent can do, the more closely its access, permissions, activities, and decisions must be controlled. Agentic AI has enormous potential. It can save time, reduce repetitive work, improve productivity, and help organizations operate more efficiently. The goal is not to fear it. The goal is to understand what it can do, define what it should be allowed to do, and put the proper controls in place before granting access.
The future of AI is not just about receiving better answers. It is about deciding how much authority we are willing to give systems that can act on our behalf.
How much authority is your organization prepared to give an AI Agent?
That is where Agentic Security begins.
FranklyTECH
Technology Examined Frankly.
By Frank Pannacchione - President
Metropolitan Computer Services, Inc.
Next Week in The Agentic Security Series
How Much Authority Should We Give AI?
(Part 2 of 6)
AI can save time, improve productivity, and automate repetitive work. But at what point does assistance become authority? In Part 2, we'll examine the benefits and risks of AI decision making and explore one of the most important questions organizations face today:
Just because AI can do something, should we allow it to?
