Data Analytics: Metrics vs. Meaning

Data Metrics vs. Data Context and Insight Since its inception, the self-serve analytics market has changed, expanded and grown in its depth and capabilities. As organizations consider new and upgraded solutions, it is easy to become confused by the many options. Should an enterprise choose […]

Why Should My Business Consider Embedded BI Tools?

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 […]

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, […]

Why Embedded Analytics Changes How ISVs Design Roadmaps

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 […]

Citizen Data Scientists are the Future of Analytics

Citizen Data Scientists Enable Analytics Across the Enterprise A recent MIT Sloan Management Review Article reported that 37% of those surveyed said they work in a data and AI-driven organization. But, all the data and analytics in the world will not help your business if […]

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 […]

Cloud-Only Analytics Is Quietly Blocking Enterprise Deals

Why Cloud-Only Analytics Hurts Enterprise Deals The demo goes well. Your dashboards load fast. Predictive models impress business leaders. Pricing aligns with the budget. Then IT asks one question. “Do you support on-prem or hybrid deployment?” Your team answers. We are cloud-only. The room shifts. […]

Smarten Support Portal Updates – March – 2026!

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 : Custom Columns (UDDC) : UDDC Functions Data Sources […]