1. [Home](https://www.g2.com/) 2. ... 3. [Location Intelligence Software](https://www.g2.com/categories/location-intelligence) 4. [ArcGIS Business Analyst Discussions](https://www.g2.com/products/arcgis-business-analyst/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a22989a5726067ac1138b56814cdfd43/arcgis-business-analyst.png "Product Avatar Image") ](/products/arcgis-business-analyst/reviews) [ ArcGIS Business Analyst ](/products/arcgis-business-analyst/reviews) (21)4.6/5 See people and opportunities clearly using ArcGIS Business Analyst. ArcGIS Business Analyst helps you make smarter market planning, site selection, and customer segmentation decisions. By combining demographic, lifestyle, behavioral, and spending data, maps, and reports with location-driven intelligence, you can identify under-performing markets, pinpoint the right growth sites, find where your target customers live, and share the market research across your organization. Whether you’re on your desktop, in a web browser, or using a mobile device, identify the most profitable sites then create beautiful maps and professional reports, no matter where you are. Using ArcGIS Business Analyst, numerous Fortune 500 companies are able to: ◦ Take a data-driven approach to validate assumptions about location. ◦ Analyze marketplaces to identify where to expand or reduce presence. ◦ Use automated workflows for territory design, location-allocation, and market penetration analyses. ◦ Target new and existing customers. ◦ Showcase analysis in a compelling way. ◦ Share market research across the organization. ArcGIS Business Analyst comes with spatial analysis tools and global data that covers over 90% of the world’s population in 135+ countries with 15,000+ variables on market data. Combine your own location and customer data with Esri’s demographic data to validate your instincts about a prospective location—whether it’s local or global. Show More * * * ### 63.0 Nps Score Already have ArcGIS Business Analyst? ### All ArcGIS Business Analyst Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • almost 7 years ago Posted by ArcGIS Business Analyst Posted by ArcGIS Business Analyst More Options - [ # What are credits and why do I need them? ](/discussions/what-are-credits-and-why-do-i-need-them) [ Location Intelligence Software ](https://www.g2.com/tags/location-intelligence-software) * * * \<0\>0\>Upvotes * * * 2 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.&title=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • almost 7 years ago Posted by ArcGIS Business Analyst Posted by ArcGIS Business Analyst More Options - [ # Is it possible to combine data from different countries? ](/discussions/is-it-possible-to-combine-data-from-different-countries) [ Location Intelligence Software ](https://www.g2.com/tags/location-intelligence-software) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.&title=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • almost 7 years ago Posted by ArcGIS Business Analyst Posted by ArcGIS Business Analyst More Options - [ # Where can I find more information about the data included in the Business Analyst web app? ](/discussions/where-can-i-find-more-information-about-the-data-included-in-the-business-analyst-web-app) [ Location Intelligence Software ](https://www.g2.com/tags/location-intelligence-software) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.&title=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • almost 7 years ago Posted by ArcGIS Business Analyst Posted by ArcGIS Business Analyst More Options - [ # Can I get my data into the Business Analyst Web App? ](/discussions/can-i-get-my-data-into-the-business-analyst-web-app) [ Location Intelligence Software ](https://www.g2.com/tags/location-intelligence-software) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.&title=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • almost 7 years ago Posted by ArcGIS Business Analyst Posted by ArcGIS Business Analyst More Options - [ # How can I create reports for the entire United States? ](/discussions/how-can-i-create-reports-for-the-entire-united-states) [ Location Intelligence Software ](https://www.g2.com/tags/location-intelligence-software) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.&title=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • almost 7 years ago Posted by ArcGIS Business Analyst Posted by ArcGIS Business Analyst More Options - [ # Will I need to purchase a separate subscription to access data and reports for the other countries when they are available? ](/discussions/will-i-need-to-purchase-a-separate-subscription-to-access-data-and-reports-for-the-other-countries-when-they-are-available) [ Location Intelligence Software ](https://www.g2.com/tags/location-intelligence-software) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.&title=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • almost 7 years ago Posted by ArcGIS Business Analyst Posted by ArcGIS Business Analyst More Options - [ # Is the data for the United States only? Can I run reports for other countries? ](/discussions/test-97bb0d97-a88a-44c1-b52f-7c653b483cd6) [ Location Intelligence Software ](https://www.g2.com/tags/location-intelligence-software) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.&title=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=ArcGIS+Business+Analyst+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=ArcGIS+Business+Analyst+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%0aAsk+ArcGIS+Business+Analyst+questions+and+get+answers+from+expert+users+in+our+ArcGIS+Business+Analyst+Discussions+section.) 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Answer a few questions to help the ArcGIS Business Analyst community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/authorize?form=signup&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Farcgis-business-analyst%2Fdiscuss%3Fsmall_ask%3Darcgis-business-analyst) No ## Top Contributors in ArcGIS Business Analyst 1 ![Jordan C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jordan C.") JC Loading... ### [Jordan C.](https://www.g2.com/users/bcf9d891-71ba-4146-adfc-655578e72a53 "Jordan C.") Group Product Marketing Manager 7 pts 2 ![Karthick K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Karthick K.") KK Loading... ### [Karthick K.](https://www.g2.com/users/bfa86989-8afc-43bb-9677-6ba6a71f57b1 "Karthick K.") Team Lead GIS 1 pt