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Why ISVs Are Designing for Citizen Data Scientists During a routine product review call with a mid-sized software company that had embedded analytics into its platform, I was shocked to learn that customers had begun building their own Predictive Models. These were regular business users […]
How ISVs Add Predictive Analytics Without Data Scientists Your customers want more from your software. They no longer settle for simple reports. They want to know what happens next. They want to see future sales trends. They want to identify which customers might leave. They […]
Self-Service Data Preparation Without Product Complexity Many software providers want predictive features. Customers ask for trend analysis, churn prediction, demand planning, and smarter recommendations. Complexity rises fast once predictive features enter the roadmap. Questions appear immediately. How much Data Preparation should users handle alone? How […]
Why Customers Stop Trusting Your Analytics I still remember the first time a customer called out mid-demo. The numbers on screen were accurate, but the customer’s team had a different set of figures pulled from their internal system. What followed wasn’t a technical conversation. It […]
Why Analytics Execution Breaks as ISVs Scale You begin with clarity. A roadmap. A defined use case. A motivated team. You ship your first dashboards. Customers respond. Internal teams feel confident. For a while, everything works. Then something shifts. Requests become harder to manage. Delivery […]
Why Analytics Standardization Matters for ISVs April feels like a reset. New budgets. New plans. New targets. You sit in meetings. You review product priorities. You talk about growth. And then something important slips through. Your analytics strategy. More specifically… How standardized is your analytics […]
We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles Datasets & Cubes : Handling multiple JOINs through Step by […]
We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles General : Global Variables : Making use of Global variables […]
When Analytics Becomes Core Infrastructure for ISVs For years, most ISVs treated analytics as an add-on. You built the core product first. Then you layered dashboards and reports on top. That approach worked when users viewed analytics As Support. It no longer works. In 2026, […]
