---
title: "Report: Spatial Data Governance in the Time of AI | CARTO & Snowflake"
description: Discover how to strengthen spatial data governance for AI. Learn about challenges, regulations, and steps to ensure accurate and compliant analytics.
image: https://go.carto.com/hubfs/thumbnail%20social%20asset%201280px%20-%20Data%20governance.png
---

<https://carto.com/>

- Platform
  
    - [Technology](https://carto.com/platform)
    - [Data](https://carto.com/spatial-data-catalog/)
    - [Services](https://carto.com/professional-services)
    - [Google Cloud](https://carto.com/bigquery/spatial-extension/)
    - [![](https://go.carto.com/hs-fs/hubfs/Assets/aws_logo.png?height=35&name=aws_logo.png) AWS](https://carto.com/redshift/spatial-extension/)
    - [![](https://go.carto.com/hs-fs/hubfs/Assets/snowflake_logo.png?height=35&name=snowflake_logo.png) Snowflake](https://carto.com/azure/carto-for-azure)
    - [![](https://go.carto.com/hs-fs/hubfs/Assets/62c719e9b44be1961554a6e0.png?height=30&name=62c719e9b44be1961554a6e0.png) Databricks](https://carto.com/databricks/spatial-extension/)
- Solutions
  
  by **Industry**
  
  ****by **Use Case**
  
  ****by **Role**********
  
  
  
  
    ******- [AEC](https://carto.com/industries/architecture-engineering-construction)
    - [Logistics](https://carto.com/industries/logistics/)
    - [Cities & Government](https://carto.com/industries/cities-government/)
    - [Marketing & Advertising](https://carto.com/industries/marketing-and-advertising/)
    - [CPG](https://carto.com/industries/consumer-packaged-goods/)
    - [Real State](https://carto.com/industries/real-estate/)
    - [Environmental](https://carto.com/industries/environmental-and-natural-resources/)
    - [Retail](https://carto.com/industries/retail/)
    - [Financial Services](https://carto.com/industries/financial-services/)
    - [Telecoms](https://carto.com/industries/telecommunications/)
    - [Health & Pharma](https://carto.com/industries/healthcare-and-pharma/)
    - [Transport](https://carto.com/industries/transport/)
    - [Insurance](https://carto.com/industries/insurance-and-reinsurance)
    - [Utilities](https://carto.com/industries/utilities/)
    - [ALL INDUSTRIES →](https://carto.com/industries/)
  
  
    - [Site Selection](https://carto.com/solutions/site-selection/)
    - [Geomarketing](https://carto.com/solutions/geomarketing/)
    - [Supply Chain Optimization](https://carto.com/solutions/supply-chain-optimization/)
    - [Out Of Home Analytics](https://carto.com/solutions/ooh/)
    - [Catastrophe Modeling](https://carto.com/solutions/catastrophe-modeling/)
    - [Data Monetization](https://carto.com/solutions/data-monetization/)
    - [Environmental Management](https://carto.com/solutions/environmental-management/)
    - [Fraud Detection](https://carto.com/solutions/fraud-detection-machine-learning/)
    - [Healthcare Analytics](https://carto.com/solutions/healthcare-analytics/)
    - [Network Deployment](https://carto.com/solutions/network-deployment/)
    - [IoT Analytics](https://carto.com/solutions/iot-analytics/)
    - [Market Analysis](https://carto.com/solutions/real-estate-market-analysis/)
    - [Territory Planning](https://carto.com/solutions/territory-planning/)
    - [ALL USE CASES →](https://carto.com/solutions/)
  
  
    - [Data Scientist](https://carto.com/solutions/spatial-data-science/)
    - [GIS Professional](https://carto.com/solutions/real-estate-market-analysis/)
    - [Developer](https://carto.com/solutions/developer/)******
- ******Read
  
    - [Blog](https://carto.com/blog)
    - [![](https://go.carto.com/hs-fs/hubfs/Assets/icon_reports.png?height=37&name=icon_reports.png) Reports](https://carto.com/resources/reports/)
    - <https://carto.com/customer-stories/>
      
      [Customer Stories](https://carto.com/customer-stories/)******
- ******Learn
  
    - [Documentation & Tutorials](https://docs.carto.com/)
    - [CARTO Academy](https://academy.carto.com/)
    - [Location intelligence](https://carto.com/location-intelligence/)
    - [Spatial Data Science](https://carto.com/what-is-spatial-data-science/)
    - [Spatial SQL](https://carto.com/spatial-sql)
    - [![](https://assets-global.website-files.com/6345207a1b18e581fcf67604/64493eaf01471839515cef46_Group.png)](https://carto.com/solutions/spatial-indexes/)
      
      [Spatial Indexes](https://carto.com/solutions/spatial-indexes/)******
- ******Connect
  
    - [Events](https://carto.com/resources/events/)
    - [Webinars](https://carto.com/webinars/)******

******#### ![carto and snowflake](https://go.carto.com/hs-fs/hubfs/carto%20and%20snowflake.png?width=290&height=51&name=carto%20and%20snowflake.png)  

## REPORT

# Spatial Data Governance in the Time of AI

## Build trusted, compliant, and scalable analytics for the AI era.

 

 

[![d9efd34e-dae6-4c4e-ac7a-d15ebe2fca46](https://go.carto.com/hs-fs/hubfs/d9efd34e-dae6-4c4e-ac7a-d15ebe2fca46.png?width=187&name=d9efd34e-dae6-4c4e-ac7a-d15ebe2fca46.png)](https://go.carto.com/report-spatial-data-governance-in-the-time-of-ai-carto-snowflake#form)

 

As organizations turn to AI to boost their spatial analysis, success depends not just on speed but on building analytics with trust, transparency, and control.

Most governance strategies, however, still focus on tabular data and often overlook spatial data, even though it can represent up to 80% of enterprise information. This gap is critical because spatial data brings added complexity, including multiple formats, real-time signals that can expose personal movements or patterns, and heightened regulatory scrutiny.

This report outlines how to bring spatial data into your governance strategy, so your analyses stay accurate, auditable, and compliant.

You’ll learn:

 

**● What makes spatial governance uniquely challenging, and the risks of ignoring spatial data in your enterprise governance strategy.**

 

- ● How AI is changing geospatial, from dashboards to autonomous agents, and the new demands this places on governance.

● 10 practical steps for iron-clad governance - from eliminating ETL to versioning and metadata-by-design.

● How to measure and improve governance with a Spatial Governance Maturity Model and key metrics to track progress over time.

● What’s coming next, and how to ensure your data governance is AI-ready.

-  

Download now to learn how to make your spatial data governance future-proof!

 

 

![LP-asset - Data governance](https://go.carto.com/hs-fs/hubfs/LP-asset%20-%20Data%20governance.png?width=707&height=2000&name=LP-asset%20-%20Data%20governance.png "LP-asset - Data governance")******

****---

© CARTO 2023

The world's leading Location Intelligence platform.

<https://www.youtube.com/user/CartoDB/> <https://www.facebook.com/CartoDB> <https://twitter.com/CARTO> <https://www.linkedin.com/company/carto>

The world's leading Location Intelligence platform.

![](https://www.facebook.com/tr?id=273642683065267&ev=PageView%20&noscript=1)****