I have written before about the rise of the agentic operating layer.
The layer where AI agents connect to tools, enterprise data, permissions, workflows, systems of record, and human approval points.
That idea feels more important now.
The Enterprise Question
Claude is no longer just something you prompt.
OpenAI is no longer just a model you call.
Both are moving toward something bigger: an enterprise layer where agents can be deployed, connected, governed, and used to execute work across systems.
So an interesting enterprise question is emerging:
- Are AI platforms trying to replace parts of traditional IT as we know it?
Maybe not directly. But they are clearly moving toward territory that IT has historically governed:
- Access.
- Identity.
- Workflow.
- Integration.
- Automation.
- Governance.
- Enterprise data.
- Operational control.
The Moat Moves
And there is a reason for that.
The model itself may not be the long-term moat.
"The moat is the operating layer around the model."
If AI remains a chatbot, it is a productivity tool.
But if AI becomes connected to your codebase, ticketing system, CRM, documents, knowledge base, cloud environment, data warehouse, and business workflows, then it becomes something much more strategic.
It becomes the layer through which work gets executed.
That is what is in it for OpenAI, Anthropic, and every other AI platform company.
- More usage.
- More enterprise dependency.
- More workflow ownership.
- More control over the user interface.
- A bigger share of operational spend.
- A stronger position before cloud, SaaS, and ITSM vendors capture the same layer.
What Changes for IT
This does not mean IT disappears.
It means IT's role changes.
Traditional IT was built for a world where software waited for humans to operate it.
Agentic AI changes that assumption.
Now the "user" may be an agent.
The "workflow" may be dynamically generated.
The "interface" may be conversational.
The "integration layer" may sit inside an AI platform.
The "action" may happen before a human touches the system.
The New Mandate
That creates a new mandate for IT.
- Who owns agent identity?
- Who scopes permissions?
- Who governs tool access?
- Who monitors agent behavior?
- Who defines human approval points?
- Who audits decisions and actions?
- Who is accountable when an agent gets it wrong?
"AI platforms become the operating layer before enterprises have decided who governs that layer."
The Real Transformation
AI will not replace IT.
But it will absolutely replace the old idea that enterprise software is passive.
And that may be the real transformation IT leaders need to prepare for.