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 […]
Tag: Embedded Analytics
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 […]
Augmented Analytics, Citizen Data Scientist, Embedded Analytics, ISV, Machine Learning, Predictive Analytics, Self-Service Analytics, Smarten 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 […]
Augmented Analytics, Citizen Data Scientist, Data Preparation, Embedded Analytics, ISV, Predictive Analytics, Self-Service Analytics, Smarten 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 […]
Analytics Adoption. Augmented Analytics, Customer Trust, Data Quality, Embedded Analytics, ISV, Self-Service Analytics, Smarten 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 […]
Analytics Adoption, Analytics Execution, Data Driven Products, Embedded Analytics, ISV, Product Strategy, SaaS Growth, Smarten 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 […]
Analytics Adoption, Analytics Standardization, Data Governance, Embedded Analytics, ISV, Product Strategy, SaaS Growth, Smarten How Can Embedded BI Tools Help My Business? A recent article published in Analytics Insight suggests that the most important aspects of Embedded BI solutions are: Ease of Integration and Flexibility Powerful Data Visualization and Exploration Self-Serve User Analytics Scalability and Performance Deployment Options Pricing […]
Analytics and BI Platform, Augmented Analytics, BI Integration APIs, Embedded Analytics, Embedded Augmented Analytics, Embedded BI, Embedded BI for Software Products, Embedded BI with APIs, Embedded Business Intelligence, Modern BI and Analytics 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, […]
Analytics Adoption, Analytics Infrastructure, Data Driven Products, Embedded Analytics, ISV, Product Strategy, SaaS Products, Smarten How Embedded Analytics Reshapes ISV Product Roadmaps Many software products begin with a simple belief about analytics. Product teams often assume reporting can enter the product later, once the main features become stable. This idea seems practical in the early stages of development. However, the […]
Analytics Platform, Data Strategy, Embedded Analytics, ISV, Product Design, Product Roadmap, SaaS Architecture, Smarten Is Your Analytics Strengthening or Masking Your Product Every financial year-end, I ask ISV founders the same question: Is your Analytics strengthening your core product or quietly compensating for what it cannot do on its own? Most founders pause when I ask that, and the […]
Analytics Adoption, Data Driven Products, Embedded Analytics, ISV, Product Leadership, Product Strategy, SaaS Growth, Smarten 