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21-23 April | Florence, Italy
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Schedule is subject to change.
Tuesday April 21, 2026 10:45 - 10:55 CEST
In this talk, we share Uber’s approach to evaluating Overture’s global POI and address datasets from a production maps perspective.

We will describe the goals and scope of our evaluation, including the international markets we focused on and the practical questions we aimed to answer as a downstream consumer of open geospatial data. The talk will outline how we assessed net-new coverage, data quality, and enrichment attributes, with an emphasis on understanding where open data provides incremental value and where gaps remain.

A key focus will be our evaluation methodology. We will walk through a multi-pronged approach that combines standalone sampling, comparative analysis against existing datasets, and trip-based coverage headroom to better approximate real-world user impact. Rather than relying solely on raw feature counts, this framework prioritizes where missing or incorrect data most affects actual usage.

Finally, we will share high-level findings and lessons learned from the evaluation, including observations on strengths, limitations, and areas where closer collaboration between data producers and consumers could improve outcomes.
Speakers
avatar for Ran Li

Ran Li

Senior Geospatial TPM, Uber
Ran Li is a Senior Geospatial Technical Program Manager on the Uber Maps team, where he evaluates and operationalizes large-scale third-party POI and address data across global markets. His work focuses on map data coverage, quality, freshness, and real-world performance, including... Read More →
Tuesday April 21, 2026 10:45 - 10:55 CEST
Michelangelo
  General Sessions, Use Cases

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