Points Transforms Embedded Spatial Analytics for End-Customers with G-Stat’s Claude-Powered AI Assistant

"Integrating Anthropic’s Claude into our embedded Tableau map-based platform has fundamentally changed how our customers interact with spatial data. Instead of requesting custom analytical reports, end-users can now ask complex business questions in plain language and receive real-time insights directly within the dashboard." — Yafit Ben Haim, CEO, Points

Challenge Points provides advanced location intelligence and spatial data analytics platforms to enterprise clients. While its Tableau-based dashboards and interactive map interfaces deliver rich geospatial data, bridging the gap between displayed visual data and specific, follow-up business questions often required complex manual query building or custom reporting requests. Points needed a seamless, secure way to allow external end-customers to query map interfaces and underlying datasets in free text without leaving the dashboard environment or compromising strict data security and tenant-level access permissions.

 

Solution G-Stat developed and deployed its proprietary Tableau AI Assistant Extension directly within Points’ customer-facing embedded Tableau analytical platform. Powered by Anthropic’s Claude API, the solution introduces a native conversational agent into the live map dashboards. Key architecture features include:

  • Native Embedded Experience: Operates transparently inside Points' client-facing Tableau dashboards, enabling external users to ask natural language questions directly over spatial/map interfaces.
  • Strict Enterprise Security & RLS: Hosted within Points' secure network perimeter, keeping data within organizational boundaries while fully preserving Tableau Row-Level Security (RLS) and multi-tenant access controls.
  • Multi-Source & Semantic Querying: Allows end-users to query map visual layers as well as cross-query external organizational databases and semantic layers from a single interface.
  • Cost & Token Optimization: Built-in optimization layer leveraging Claude’s high-precision reasoning while managing token usage efficiently.

Quantified Impact & Business Value

  • 85% Reduction in Insight Time: External clients extract actionable business insights from map dashboards in seconds via free-text querying, reducing time-to-insight from hours to seconds.
  • 90% Decrease in Custom Report Requests: Eliminates the operational bottleneck on Points' internal analyst teams by automating follow-up report generation for end-customers.
  • 100% Data Security & RLS Compliance: Complete preservation of tenant-level data segregation and Row-Level Security with zero data leakage outside the secured corporate network perimeter.
  • Accelerated Deployment: Fully integrated as a seamless "Quick Win" accelerator in under 4 weeks without requiring complex full-system re-architecture.

GSTAT is a leader in development and integration of advanced big data science, ML and advanced analytics solutions. As a BI professional company with hundreds of projects we deploy Tableau as a part of a carefully designed analytics eco system, harnessing competencies of difference data sources, designing efficient architecture and building value driven visualizations specifically made for each customer’s needs and wants. In other words, we know best how to maximize Tableau’s huge potential in your organization.