This year at the 2026 Esri User Conference (July 13–17), ArcGIS Data Reviewer highlights practical ways to improve, scale, and maintain data quality across your organization. As the foundation of trusted GIS, Data Reviewer helps teams deliver reliable geospatial data by streamlining and automating quality control workflows. Whether you’re working in ArcGIS Pro or ArcGIS Enterprise, it enables you to catch and correct errors early before they propagate.
At this year’s event, we’ll introduce new capabilities designed to help you work more efficiently. Join us to explore advancements in automated quality control, ways to reduce data management costs, and industry-specific workflows for utility networks and address data. We’ll also share a preview of emerging capabilities, including work in AI-assisted data quality workflows.
Schedule a 1:1
Have questions about your workflows or want tailored guidance? Meet directly with the product team during UC week. Schedule a 1:1 using the team’s calendar to schedule a meeting with them during the week of the User Conference.
Join Us at the Showcase
Visit us in the ArcGIS Pro showcase area at the ArcGIS Data Reviewer booth. Easily find our booth and sessions using the 2026 Esri UC Events Map on web, iOS, or Android. If you are already onsite, interactive kiosks throughout the expo area can help you navigate. Stop by for live demos, quick walkthroughs, or in-depth conversations with our data quality experts. We’d love your feedback on our library of checks and upcoming capabilities.
Must-Attend Sessions
If improving data quality, automating validation, or exploring AI-driven workflows is on your agenda, don’t miss these sessions:
| Session Title | Day & Time | Location | Best For… |
| AI Assistants for Smarter, Faster Data Quality | Tue, July 14
11:30 AM – 12:15 PM PDT |
Demo Expo Theater 3 | SDCC | Anyone curious about using AI to improve the quality of their data. |
| Improving Data Quality for Land Records Management | Tue, July 14
4:00 PM – 4:45 PM |
Demo Expo Theater 3 | SDCC | Parcel managers, land administration, and cadaster GIS users. |
| Improving Data Quality for Water Utilities (AM Session) | Wed, July 15
10:00 AM – 10:45 AM |
Demo Expo Theater 13 | SDCC | Water utility GIS professionals who are looking to implement data quality QA/QC for feature data. Also great for those you manage or are migrating to the ArcGIS Utility Network. |
| ArcGIS Data Reviewer: An Overview | Wed, July 15
1:00 PM – 2:00 PM |
Room 31 B | SDCC | Anyone who wants to learn how to improve data quality and reduce data management costs |
| Improving Data Quality for Water Utilities (PM Session) | Wed, July 15
4:00 PM – 4:45 PM |
Demo Expo Theater 12 | SDCC | Water utility GIS professionals who are looking to implement data quality QA/QC for feature data. Also great for those you manage or are migrating to the ArcGIS Utility Network. |
| ArcGIS Data Reviewer: Automating Quality Control | Thu, July 16
10:00 AM – 11:00 AM |
Room 5 A | SDCC | Learning how to build automated error-detection checks to improve the quality of your data. |
| Improving Data Quality in Your Address Repository | Thu, July 16
11:30 AM – 12:15 PM |
Demo Expo Theater 14 | SDCC | For professionals responsible for maintaining authoritative address repositories (road centerlines, address points, etc.) |
| ArcGIS Data Reviewer: Advanced Data Validation | Thu, July 16
2:30 PM – 3:30 PM |
Room 5 A | SDCC | GIS administrators and data managers who want to implement automated quality control workflows and data quality reporting in ArcGIS Enterprise. |
Key Takeaways to Watch For
To help you prioritize your week, the Data Reviewer tracks fall into three main buckets this year:
- The Future of Quality Control: The Tuesday morning session on AI Assistants is a major highlight, focusing on how Esri is leveraging AI to predict rules and reduce manual configuration.
- Industry-Specific Deep Dives: Dedicated focus areas for Land Records, Water Utilities (offered twice!), and Address Repositories. If you work in local government or utilities, these are your must-attend events.
- Core Technical Skills: If you want a structured, foundational understanding, check out the formal technical sessions in the afternoon (Overview on Wednesday, Automation and Advanced Validation on Thursday). These are also recorded if you hit a scheduling conflict!
For more information, please visit the ArcGIS Data Reviewer product page, and join us on the Esri Community to ask questions and provide your feedback.
We look forward to seeing you at UC!
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