Why Analytics Execution Breaks Even After a Strong Start in ISVs

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 […]

Standardize or Suffer: The Analytics Decision ISVs Must Make to Scale Faster

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 […]

When Analytics Becomes Infrastructure: The New Reality for Mature ISVs

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, […]

The BI Licensing Trap: Why ISVs Lose Margins With Traditional Rigid pricing of BI platforms

Why Rigid BI Licensing Hurts ISV Margins Every ISV team recognizes the exact moment when a promising deal starts losing momentum as the product demonstrates real value, the demo resonates with stakeholders, and business leaders clearly see how analytics sharpens decisions. Then the conversation shifts […]

15 Years of Partnering With Software Companies: What Really Makes Embedded Analytics Succeed

What Drives Real Success in Embedded Analytics Many software companies chase Analytics Dreams that do not translate into success. After 15 years of partnering with them, I have seen projects stall, not because of choosing the wrong tools but because of ignoring basics like data […]

What I’ve Learned About Empowering Non-Technical Users With Predictive Tools

How Predictive Tools Empower Non-Technical Users Many organizations collect large amounts of information but struggle to turn it into decisions that feel clear and reliable. Smarten approaches this problem from a human POV. Instead of assuming Analytics belongs to specialists, it treats prediction as a […]

The Biggest Analytics Mistake Product Teams Make: Assuming Usage Equals Adoption

Why Usage Metrics Don’t Guarantee Analytics Adoption Many product teams reach for the numbers first because numbers feel safe. When a dashboard opens a few hundred times and a Visualization loads, analytics teams celebrate. It appears to be proof that the product is functioning as […]

The Data Export Problem No One Talks About – And Why It Quietly Hurts Your Product

Why Data Exports Quietly Undermine Product Value Do your customers export data to Excel or Power BI every week? Do they build their own dashboards outside your product? Do they ask for CSVs even though you already offer reports inside the platform? These signals look […]