Drata
- Information Technology And Services
- Medium
San Diego, USA
Drata used Cube’s semantic layer to automate analytics and save customer success managers up to 30 hours per quarter. Before, CSMs spent... hours pulling data from multiple dashboards and building QBRs by hand. With Cube, Drata unified data sources and enabled AI-driven reporting. This shift let CSMs focus on intelligent storytelling and strategic insights. The new process improved client trust and made analytics scalable across teams and partners.
spyne
- Information Technology And Services
- Small
Paris, France
spyne used Cube Cloud to speed up query performance for their embedded analytics dashboards. They integrated Cube Cloud with Google... BigQuery to deliver fast, interactive dashboards for marketers. Customers can now build custom dashboards and get insights without writing SQL. spyne also built an AI chatbot using OpenAI and the Cube semantic layer, letting users ask questions in natural language. Query times dropped from seconds to milliseconds, and spyne quickly launched new AI features.
Ternary
- Information Technology And Services
- Small
San Francisco, USA
Ternary used Cube to manage large volumes of cost-related data for Google Cloud customers. The team faced challenges with Cube’s... 50,000-row response limit when analyzing multidimensional datasets. They developed a 3-query approach to focus on the most important data points and aggregate less relevant data into an “other” column. This method kept charts readable and ensured complete, accurate cost reporting. The new approach maintained performance and stayed within technical limits, even as data complexity grew.
Scoot Science
- Information Technology And Services
- Small
Santa Cruz, USA
Scoot Science used Cube Cloud to power embedded analytics for their SeaState platform. Before Cube, they struggled with slow queries... and complex data management. Cube Cloud improved dashboard performance and made it easy to manage large time series data. The team saved time by reducing infrastructure maintenance. Clients now get real-time insights and custom alerts for ocean conditions. This helps fish farms make better decisions and support sustainability in aquaculture.
Qualibrate
- Information Technology And Services
- Small
Amsterdam, Netherlands
Qualibrate used Cube to build analytics and dashboards for their platform. They wanted to give users flexible reporting and a... seamless experience. They chose Cube for its semantic layer and worked with the community to improve the MongoDB connector. They integrated Cube with Vue.js, matching React components for their needs. This let them create custom dashboards and advanced reporting for their users.
Relata
- Information Technology And Services
- Small
London, UK
Relata used Cube to build native embedded analytics for its AI-powered relationship intelligence platform. The team replaced a traditional BI... tool to gain faster performance and more control. With Cube, Relata achieved dashboards that run 55% to 85% faster. They also gained granular data modeling and a fully customizable user interface. The new solution led to very positive user feedback and improved scalability.
Perch Insights
- Information Technology And Services
- Small
USA
Perch Insights used Cube Cloud to unify data from many sources into one trusted layer. Before Cube Cloud, they struggled... with inconsistent metrics and complex data management. Cube Cloud gave them a universal semantic layer for dashboards, AI copilots, and analytics workflows. This improved data governance, security, and performance. Now, Perch Insights delivers consistent, AI-powered CX analytics to their clients.
SecurityScorecard
- Information Technology And Services
- Medium
New York, USA
SecurityScorecard used Cube Cloud to launch embedded analytics for their customers. They switched from Sisense after facing developer experience issues... and high resource needs. With Cube Cloud, they implemented six dashboards in two months and cut infrastructure costs by 60%. Query latency dropped, and new analytics cycle time shrank from a quarter to under two weeks. Pre-aggregations with Cube Cloud reduced Snowflake requests by 2x, saving costs and improving performance.
RamSoft used Cube Cloud's universal semantic layer to build a native embedded analytics solution in just two weeks. The team needed... a customizable UI and granular control for their Root analytics product, which standard BI tools could not provide. Cube Cloud enabled secure, multi-tenant data segmentation and fast integration with Azure Synapse. The implementation involved a small team and was completed ahead of schedule. RamSoft later migrated to Microsoft Fabric with minimal disruption, maintaining flexibility and scalability for their healthcare analytics platform.
COTA used Cube to replace off-the-shelf analytics tools like Qlik and Tableau. Cube's semantic layer became the single source of... truth for COTA's oncology data. The team saved development time by avoiding custom queries and manual data processing. Cube's API and pre-aggregations improved performance for complex healthcare datasets. COTA leveraged community support to optimize their deployment. The solution helps accelerate cancer research and improve patient care.
Sublimd used Cube to build custom analytics dashboards for hospitals. They needed a solution that allowed easy configuration and seamless... integration with their software suite. Cube fit their technology stack and made deployment simpler. The team received strong support from Cube and contributed feedback and code. Their new analytics module now helps hospitals see important process data clearly.
Education Case Studies and Customer Success Stories with Cube
Cloud Academy
- Education
- Large
London, UK
Cube Cloud helped Cloud Academy deliver data insights 70% faster. The team integrated Cube Cloud in about a month and... launched embedded analytics in less than three weeks. Releases of new data models sped up by 5x, and analytics downtime dropped by 90%. Cube Cloud’s security features protected user data and enabled safe sharing of insights with internal teams. Developer tools and Git integration made collaboration and testing easier for Cloud Academy.
Cube helped Cloud Academy speed up new data model releases by 5x. The platform cut analytics downtime by 90%. Cloud... Academy used Cube to deliver embedded analytics with flexible data modeling and strong security. Ten engineers integrated Cube in about a month. The team now benefits from frequent new features and improved deployment monitoring.
Schoolytics used Cube Cloud to power embedded analytics and AI insights for K-12 schools. Before Cube Cloud, Schoolytics struggled with... scaling and maintaining their custom analytics solution. Migrating to Cube Cloud improved stability, performance, and allowed analysts to deploy changes in seconds. Schoolytics now supports over 60 school districts, delivering fast, accurate data insights. Cube Cloud enabled Schoolytics to focus on innovation and expand their AI-driven features.
Gadsme uses Cube to power dashboards and reporting APIs for their gaming ad platform. They handle millions of ad events... daily, storing data in BigQuery. Cube's pre-aggregations help them deliver fast, cost-effective analytics to clients. Switching to Cube Store improved dashboard speed. Gadsme also contributed a GraphQL API to the Cube project.
Pressboard (an impact.com company)
- Marketing And Advertising
- Small
Vancouver, Canada
Cube’s universal semantic layer helped Pressboard, part of impact. com, solve major data challenges. Developer productivity rose as custom SQL...and endpoints were reduced. Pre-aggregations sped up reporting and improved data accuracy. Pressboard unified client data, improved governance, and enabled custom dashboards. Non-technical users gained ad-hoc analysis tools, and clients praised the platform’s flexibility. These changes boosted customer loyalty and made analytics a core part of client workflows.
Simon Data used Cube to embed analytics dashboards for both internal and external users. Users had trouble with custom reports... and dashboarding before. Cube let Simon Data build a flexible, fast, and stable reporting platform. Developers can now quickly create and deploy new analytics products. The new system gives business stakeholders more transparency and confidence in the data.
Internet Case Studies and Customer Success Stories with Cube
SamCart
- Internet
- Medium
Austin, USA
Cube Cloud helped SamCart cut dashboard load times from 20 seconds to 1. 1 seconds. SamCart used Cube to centralize...data models and improve reporting accuracy. The integration with Snowflake and dbt Labs enabled faster pre-aggregation builds, dropping from eight minutes to seconds. Customers now see sub-second dashboard performance and fewer support requests. SamCart also reduced costs by minimizing direct Snowflake queries. Cube Cloud improved data consistency and made analytics more reliable for SamCart's users.
ShopBack used Cube to build custom embedded analytics for its shopping rewards platform. Before Cube, dashboard queries could take up... to 50 seconds to load. By implementing pre-aggregations and indexing, ShopBack reduced query times to under 5 seconds. The team used Cube to serve both internal and merchant-facing dashboards. ShopBack continues to optimize performance and plans to adopt Cube Store for even faster analytics.
Webflow used Cube Cloud to unify internal and external analytics. The company needed a scalable way to provide consistent data... access for both engineering and non-engineering teams. Cube Cloud enabled real-time dashboards and improved query speed, achieving a p95 of 220 milliseconds. Webflow integrated Cube Cloud with ClickHouse, streamlining version control and collaboration. The solution helped Webflow deliver faster analytics and consistent data experiences for users.
Brex used Cube Cloud to build Spaces, an AI-powered financial analyst for over 35,000 customers. They replaced slow, static dashboards... with real-time insights and instant answers. By moving to Cube Cloud, Brex cut infrastructure overhead and reduced custom code from 3,000 lines to 10 agent rules. Finance teams now get explanations, charts, and recommendations in seconds, not days. Insight relevance scores jumped from the high 50s to nearly 90%.
Cyndx used Cube to simplify embedded dashboards for financial users. They integrated Cube with their React frontend and BigQuery backend.... The team leveraged Cube Developer Playground for custom visualizations. Self-hosting Cube allowed Cyndx to manage security and use their own CSS. Testing with Datadog and dbt ensured data quality. Cyndx plans to offer self-serve analytics for deeper client insights.
Food & Beverages Case Studies and Customer Success Stories with Cube
FeedMe
- Food & Beverages
- Small
Malaysia
FeedMe used Cube to improve reporting for their POS system in Southeast Asia. Their old system was hard to maintain... and slow for large data queries. With Cube, they migrated their data schema in phases and added pre-aggregations and Cube Store. This cut BigQuery costs by about two-thirds. Query times for months of sales data dropped from minutes to under 10 seconds. FeedMe now offers fast, custom reports to their customers.
The Linux Foundation
- Non Profit Organization Management
- Large
San Francisco, USA
Cube Cloud helped the Linux Foundation improve embedded analytics for their Insights tool. Before Cube, their data stack was slow,... costly, and hard to manage. With Cube Cloud’s semantic layer, they unified data from many sources and enabled real-time dashboards. Developers now get fast, accurate data and spend less time on manual optimization. Financial predictability and strong support from Cube made the transition smooth. The Linux Foundation now plans to expand Cube’s use and explore AI integration for deeper insights.
Jobber used Cube to improve dashboard performance for over 100,000 service professionals. As Jobber's data grew, dashboards became slow, even... after caching and query optimization. Cube's two-level caching and pre-aggregations made dashboards faster and easier to maintain. Jobber integrated Cube with their PostgreSQL backend and React frontend. Performance testing and tuning helped Jobber handle high traffic and optimize server resources. Jobber's team also contributed to Cube's open source development.
Medical Devices Case Studies and Customer Success Stories with Cube
Alcon
- Medical Devices
- Very Large
Geneva, Switzerland
Alcon used Cube's semantic layer and Agentic Analytics to fix metric inconsistency and reduce AI risk. Before Cube, teams had... different KPI definitions and slow dashboard updates. Cube gave Alcon a single data model and strong access control. Now, users get fast, self-service analytics and answers beyond dashboards. The new system builds trust and cuts down on dashboard development.
Restaurants Case Studies and Customer Success Stories with Cube
Cuboh
- Restaurants
- Small
Victoria, Canada
Cuboh used Cube Cloud to speed up customer reporting dashboards. Before, reports with 100,000 rows took tens of seconds to... load. With Cube, report times dropped to less than 2 seconds. The team used Cube’s caching and pre-aggregation features. This made real-time and historical reporting much faster for Cuboh’s restaurant clients. The solution also made it easier to build new reports without extra backend code.
Automotive Case Studies and Customer Success Stories with Cube
Quantatec
- Automotive
- Medium
Brazil
Quantatec used Cube Cloud to solve slow query performance for its Movias fleet management platform. Before Cube, fleet managers faced... delays and limited report customization. Cube’s pre-aggregation and caching cut query times from seconds to milliseconds. The team built a dashboard tool so users could create custom reports without technical skills. Adding a chatbot with natural language AI let managers ask questions and get instant answers. Cube’s semantic layer ensured secure, accurate, and fast analytics for hundreds of customers.
Breakthrough
- Transportation/Trucking/Railroad
- Medium
Green Bay, USA
Cube's semantic layer helped Breakthrough cut dashboard development time from months to days. The new data stack improved dashboard load... times and made analytics much faster. Metrics are now managed in one place, reducing code duplication. Breakthrough can add new visuals quickly and serve both SaaS and service-based clients. The team plans to expand Cube to more products and features.
Mobile Technology Company
- Consumer Electronics
- Medium
Cube Cloud helped a car dashcam technology company replace Looker for embedded analytics. The team needed to share API usage... analytics with enterprise customers. Looker was too complex and costly for this use case. Cube Cloud was easy to deploy and maintain, saving time and reducing costs. Two engineers built a working prototype in under a month. The solution also improved security and supported new geospatial analytics apps for the sales team.
Manufacturing Case Studies and Customer Success Stories with Cube
Fortune 500 Manufacturing Company
- Manufacturing
- Very Large
USA
Cube Cloud helped a Fortune 500 manufacturing company manage data from half a million sensors across 50 plants. The company struggled... with slow queries and high costs using Power BI and Databricks alone. Cube’s multi-cluster deployment enabled fast, scalable analytics and real-time monitoring. The solution prevented costly equipment failures, saving up to $100k on a single motor. Maintenance shifted from calendar-based to condition-based, reducing unnecessary replacements and costs.
