Business Analyst Assistant (Beta) is an in-app productivity tool that uses artificial intelligence to recommend popular workflows, data, infographic reports, and tips. It provides intelligent suggestions and understands geographic context through prompts or search queries.
Note:
Business Analyst Assistant (Beta) 
is available on the app header.
Access to Business Analyst Assistant (Beta) is administered at the ArcGIS Online organization level.
Prompts
To use Business Analyst Assistant (Beta), either select a suggested prompt or enter your own prompt to generate suggestions. Use the prompt suggestions as a resource for forming your own search queries. A well-formed query is short and direct; verbose queries take longer for Business Analyst Assistant (Beta) to process.
You can use the examples below as guidance in crafting well-formed prompts:
| Verbose prompt | Concise prompt |
|---|---|
"I would like to create a map where it shows income distribution for the state of California in the United States." | "Create a map of poverty in California." |
"I would like to create a map that shows all the coffee shops within the city center of Glasgow." | "Show coffee shops in Glasgow." |
Tip:
For guidance on writing prompts and using the assistant, you can scroll through best practices and more information in the Welcome window.
Tips
You can also click on tips, which provide instructional guidance on writing prompts and performing workflows, similar to taking a guided tour. Enter a question in the assistant's prompt field and click Show tip to learn how to complete tasks in Business Analyst Web App.
The primary objectives for Business Analyst Assistant (Beta) include the following:
- Understand your needs through natural language prompts.
- Provide suggestions that can be run through Business Analyst Web App workflows.
- Allow users to refine and change suggestions to better suit their needs.
- Teach users how to run workflows through in-app interactive guided tours.
- Answer tech support and product documentation questions.
Example
Use Business Analyst Assistant (Beta) to map income. Click the suggested prompt Map income in.... Business Analyst Assistant (Beta) suggests a prompt: "Create a map of income in California."
In the prompt, the highlighted text can be customized by clicking and editing—in this case, you could modify the topic (income) and the location (California). Leave the topic and location as the defaults. Click the Generate button to perform your query.
The suggestions appear in the Business Analyst Assistant (Beta) window. Business Analyst Assistant (Beta) recommends creating a color-coded map using the Per Capita Income (Esri) variable. Click Create map to create the recommended color-coded map.
The color-coded map is created. For more information on how to modify the map, use the tips provided by Business Analyst Assistant (Beta). Tips provide instructional guidance, similar to taking a guided tour.
Credits
Using Business Analyst Assistant (Beta) does not consume credits. However, Business Analyst Assistant (Beta) may recommend a workflow that does use credits. For more information on credit usage in workflows, see Credits.
Feedback
Business Analyst Assistant is a beta feature that is continuing to be developed. You can provide feedback on the assistant during a Business Analyst Web App session by clicking the Positive feedback 
or Negative feedback 
button and completing the survey. The feedback is used to guide further development of Business Analyst Assistant (Beta).
Data security and privacy
Business Analyst Assistant (Beta) follows ArcGIS Online data security and privacy guidelines. Specifically, the following apply to Business Analyst Assistant (Beta):
- Prompts are not used to train Esri or third-party AI models.
- Prompts are not used to improve any Esri or third-party product or service.
- Prompts are not stored or shared.
- Prompts are not used to improve Business Analyst Assistant (Beta) for your own use.
Esri only stores Business Analyst Assistant (Beta) prompts when you choose to provide feedback on the assistant. Only the active session for which you provide feedback is shared with Esri. Read the Feedback section above for more details.
Business Analyst Assistant (Beta) does not use any external services and your input prompts are not shared with any services outside of Esri.
Limitations
Suggestions generated using artificial intelligence can be misleading or inaccurate. Be aware of AI's limitations when viewing search results. Your user data is not saved or used to train this AI.
Currently, Business Analyst Assistant (Beta) can help you with tasks related to the following capabilities:
- Run infographics.
- Search points of interest search.
- Create color-coded maps.
- Use smart map search.
- Create point-based sites with buffers.
Business Analyst Assistant (Beta) is English-only.
Bias and other considerations
Many steps were taken to avoid bias and other ethical risks in Business Analyst Assistant (Beta). To avoid potentially reinforcing any unintentional biases in the AI models used by the assistant, human judgment should be applied to interpreting and acting upon the assistant's outputs.
Resources
To learn more about using Business Analyst Assistant (Beta), see the following: