Case Study: Jones Road Beauty becomes AI-native with Polar Analytics

Jones Road Beauty makes data AI-native in 24 hours with Polar Analytics

Jones Road Beauty, a nine-figure clean beauty brand, faced a significant data bottleneck. With only one in-house data analyst, their previous managed BI stack on a warehouse they didn't control meant even simple requests took weeks. The challenge escalated as the entire company, eager to use AI with Claude, was unable to safely and effectively connect the AI tool to their data.

Polar Analytics implemented a solution by providing the company with a dedicated Snowflake data warehouse they fully owned and controlled. Polar's platform included a governed semantic layer that connected directly to Claude, making data instantly accessible for natural language queries. This eliminated the reporting bottleneck, enabling 13 of 17 team members to run over 130 analyses per month and reducing report wait times from weeks to seconds.

Jones Road Beauty