My pain point is this: I’m the GIS Manager at Baylor University, and a core value of my department is making geospatial data available to non-GIS and non-technical users, particularly faculty and staff, to support data-driven decision-making. We primarily use Experience Builder to deliver that access. Even when these experiences are designed to be intuitive and accessible, many users still feel overwhelmed by the learning curve or simply want a direct answer without having to learn how to navigate the app.
What I want is an AI assistant plugin for Experience Builder that can act as either the main interface or a key component of an experience. The user would describe what they need, the assistant would ask clarifying questions, evaluate the request against administrator-defined guardrails, confirm intent, and then perform the necessary searching, filtering, calculations, navigation, or exports within the map and constraints already configured for that experience.
For example, users could ask questions like “Show me buildings constructed after 2015,” “Find assets within 500 feet of this location,” or “Export the visible features to CSV.” The assistant would translate those requests into GIS actions and return the result directly in the experience.
This would essentially place a virtual GIS professional inside every Experience Builder app. It would lower the barrier for non-GIS users, increase adoption and engagement, reduce support requests, and help organizations get more value from their ArcGIS deployment
beta right now: https://www.arcgis.com/home/item.html?id=b53dca102b0345a6a012899b1076eff8&utm_
wouldn't be surprised if it's coming
One thing that I would recommend, at least until the AI assistant becomes available, is to figure out what questions that get asked around the department and then focus on developing tools around those questions. If what you are suggesting above are some of the more common questions then a simple tool would suffice. Experience Builder supports various tools as well as python scripts in Jupyter Notebook that can be ran like tools. It wouldn't be hard to generate a small language model in Jupyter Notebook that can be configured to answer those simple questions and provide simple maps.
@MikeVolz terms of use: The Instant Apps Data Explorer template is set to be released as a public beta in mid 2026. This version of the template is part of an February 2026 private beta release. Data Explorer (beta) is intended to be used only as part of testing events sponsored by Esri. Only use the Data Explorer Instant Apps template (beta) by direction of an Esri employee. This template should not be used in production environments, and it is not supported by Esri.
this explains the error but the outline of this shows what is coming.
@RPGIS That's right - this assistant would also be logging requests on the back end for me to look at so I can see what people want to know. I do have processes set up for the common questions, but as more university users are discovering the power of GIS, the breadth of question variety is increasing. Having an LLM assistant like this that answers questions, fields more difficult questions to me, and then consolidates questions into insights about interest trends would be very useful.
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