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AI WORKSPACE MANAGEMENT
Learn how ChatGPT Work can help administrators analyze workspace usage, review requests, prepare reports, and take action from a single conversation.
Thu Aug 27, 2026
Managing a workspace every day can involve a lot of information, reports, usage data, settings, and requests. Moving between different screens to understand what is happening and take action can be time-consuming.
With ChatGPT Work and the ChatGPT admin plugin, many of these tasks can be handled through a single conversation. You can analyze workspace information, review usage, understand changes, update reports, and take administrative actions based on the permissions you already have.
The idea is simple: bring information, analysis, decision-making, and action into one conversational workflow.
ChatGPT Work can help workspace administrators bring different administrative tasks together in one place.
Analyze workspace adoption, usage trends, and team performance.
Compare usage and credit consumption across different teams.
Find out why usage or adoption has increased or decreased.
Review pending usage-limit requests and their justifications.
Review requests and approve or deny them based on the available information.
Create summaries, update presentations, and share important findings.
STEP 1
Start by navigating to the Plugins section in the sidebar.
Search for the ChatGPT admin plugin and install it.
Once installed, you can use it from the Work environment to work with your available workspace information and administrative functions.
STEP 2
Suppose you are preparing for a monthly AI rollout review. Instead of manually collecting information from different screens, you can ask ChatGPT to analyze it for you.
💬 Example Prompt
Help me prepare for our monthly AI rollout review. Show how adoption
is changing across ChatGPT, Codex, and Work over the last 30 days.
Also, compare how credit usage is changing by team over the last 30 days.
You can then ask ChatGPT to visualize the results using two charts and highlight the biggest changes.
This gives you both the overall trend and a view of which teams are contributing most to the change.
STEP 3
Charts can show you what changed, but sometimes you also need to understand why it changed.
💬 Example Prompt
What's driving the increase in Finance? Visualize the breakdown
by product, model, and reasoning effort.
ChatGPT can help break down the data so you can better understand the reason behind the increase rather than looking at a single usage number.
STEP 4
Once the analysis is complete, you can continue the conversation and ask ChatGPT to use the information in your existing workflow.
💬 Example Prompt
Update our monthly AI rollout deck with these charts and takeaways.
Add a short summary of what's changed and share it in the AI rollout Slack channel.
This can reduce the need to manually copy charts, findings, and summaries between different tools.
STEP 5
Workspace administrators may also need to review requests for higher usage limits.
💬 Example Prompt
Show me the pending usage limits. Include current usage,
the effective limit, and the justification submitted.
ChatGPT can present the relevant requests so you can review them in context.
STEP 6
If you want to investigate the request with the highest current usage, you can ask ChatGPT to show the relevant information.
💬 Example Prompt
Open the request with the highest current usage, show its recent
trend and the proposed limit.
After reviewing the information, you can take action directly from the conversation.
💬 Approval Prompt
Approve this request at the proposed limit. Add a note that
it's approved for the upcoming launch.
The biggest advantage is simple: less context switching.
Information
↓
Analysis
↓
Decision
↓
Action
Managing a modern AI workspace involves more than simply checking usage numbers. Administrators need to understand adoption, investigate changes, review requests, prepare reports, and communicate important updates.
ChatGPT Work can bring these activities into a single conversational workflow. With the appropriate admin plugin and permissions, you can analyze information, review requests, and take action without constantly moving between different screens.
If your organization is using AI across multiple teams, a conversational workspace workflow can make regular administration faster, simpler, and easier to manage.
Klin AI
AI, Technology & Productivity
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