Specialized dots: enterprise agents with their own identity

A specialized dot is an agent that fills a role, not an agent that holds a conversation. The organization configures it with its own identity, credentials and access to the systems it needs; as it works it adapts to new information and improves with the team’s feedback.

How it differs from your personal dot

	Personal dot	Specialized dot
Who it works for	You	The organization
Identity	Yours	Its own
Credentials	Yours, via permissions	Its own, set by the company
Scope	Broad and personal	One concrete responsibility
How it improves	Learns your preferences	Learns from the work and team feedback

A personal dot resembles an assistant who knows you. A specialized dot looks more like a role inside a process, with bounded scope and measurable results.

Where they are being piloted

OpenAI says these pilots build on what it learned during internal testing, in areas such as:

• Procurement
• Invoice processing
• Email marketing
• Customer service
• Commercial hiring

These are processes with clear structure, volume and defined success criteria — exactly the profile where delegation pays off.

Which plan they come with

Worth not confusing specialized dots with the dot already included in a personal plan.

Plan	Status
Pro	Excludes the EEA, Switzerland and the UK
Business Premium	Available in every region where ChatGPT is supported
Enterprise / Edu / Healthcare	Beta, off by default until an admin enables it

The difference between the three matters for a corporate decision: a European company is not blocked, because the geographic exclusion applies to the Pro plan and Business Premium does not carry it. And in Enterprise nothing turns on by itself: someone with admin permissions has to enable the beta.

How implementation works

OpenAI describes a project model, not self-service:

1. OpenAI’s engineering team works directly with the organization.
2. The dot’s responsibilities are defined.
3. The tools it may use are defined.
4. How people review and approve its work is defined.

That fourth point matters most in practice: a specialized dot is still a system that needs human oversight on consequential decisions.

Governance: the Microsoft Agent 365 integration

OpenAI is working with Microsoft to integrate specialized dots with Agent 365’s enterprise governance and security controls. The goal is for companies to manage dots with the Microsoft tools they already use, rather than adding another console.

It is a coherent move given the real deployment problem: the obstacle to enterprise agents is usually identity and permission management, not model capability.

How to get in

Because the program starts scoped, the path is to make the case: describe the work you want to delegate and wait for OpenAI to assemble the pilot. There is no direct purchase.

What this anticipates

The direction OpenAI hints at is teams of dots working together on behalf of a person or an organization. Specialized dots are the first formal step that way: agents with a name, an identity and a responsibility, instead of a single general-purpose assistant.