ClickUp Brain and Super Agents can write and execute code in a secure environment to analyze your data, generate charts, and return computed results. Instead of estimating or summarizing, they run real calculations against your files and Workspace data.
Feature availability and limits vary by plan and user role. Learn more
This feature isn't available on HIPAA-compliant Workspaces.
What can Brain and Super Agents do?
When you upload a file or ask a question that requires computation, Brain or a Super Agent can automatically write and run Python or bash code in a sandboxed environment for you.
They can:
- Parse a CSV and calculate averages, totals, or trends
- Generate charts and visualizations from your data
- Clean, deduplicate, or transform a spreadsheet
- Convert files between formats. Not all file types are supported.
- Cross-reference uploaded data against your Workspace tasks
- Build an HTML report or presentation from raw data
Data analysis use cases
Below are some popular use cases for data analysis:
| Use case | Description |
| Analyze a sales export | Upload a CSV of deals and ask Brain to group by region, calculate average deal size, or identify your top-performing reps. Brain returns exact numbers computed from the file, not estimates. |
| Clean and deduplicate a contact list | Ask Brain to remove duplicate emails, flag rows with missing phone numbers, and sort by date. Brain outputs a cleaned CSV you can download immediately. |
| Visualize sprint velocity | Ask Brain to chart your team's completed story points over the last 6 sprints. Brain generates a chart image or interactive HTML file attached to the conversation. |
| Reconcile external data against your Workspace | Upload a spreadsheet of invoices or deals and ask Brain to compare it against tasks in a specific List. Brain identifies matches and gaps, with exact counts. |
| Summarize a PDF or document | Attach a contract, report, or spec and ask Brain to extract key terms, deadlines, or action items. |
Use code execution
Brain and Super Agents can analyze data from files you attach directly to your conversation. Read the Ask ClickUp Brain about attached files article to learn which file types are supported by Brain.
You don't need to request code execution, because Brain and Super Agents automatically determine when to use it:
- Ask a question or upload a file in any Brain conversation, or send it to a Super Agent.
The more specific your message, the better the result will be.
- Brain or the Super Agent decides whether code execution is needed to answer accurately.
- The code runs in a secure sandbox with no internet access, keeping your data secure.
- Results appear directly in the conversation. Generated files, such as charts, cleaned CSVs, and reports, are attached as downloadable outputs.
Brain and Super Agents can build on previous results in the same conversation. If you ask Brain to modify a file it already generated, it picks up where it left off.