Data Visualization & Dashboard Development for Pharma


Tap KMK’s flexible, interactive data visualization dashboard. Easy-to-use, drop-down menus, customizable. Works with all types of real world data.

KMK has developed a flexible, interactive dashboard capability to help client’s real world evidence (RWE) data tell a better story – efficiently, precisely and vividly. Working with the R/R Shiny analysis and delivery tool, we are able to leverage its strengths to build a totally customizable solution.

The tool constructs models, designs algorithms, and develops useful visualizations to create efficient, precise and vivid stories with the data, stories easily changed with easy-to-use, drop down menus. As a result, the KMK RWE Dashboard offers a more complete communication tool, not only due to its flexibility, interactivity, and visualization, but for its capability to accommodate different types of real world data.

The RWE Dashboard converts the huge and complex story lines of raw data into a product value story easily visualized.

The RWE Dashboard offers


The KMK RWE Dashboard has built-in project flexibility due to its automatic cohort summarizing tool feature. It provides the user the ability to flexibly assemble desired criteria from a drop-down menu, offering exploration of as many cohorts, with different criteria combinations as possible, to increase the robustness of the study.


The KMK RWE Dashboard significantly increases efficiency and lessens the workload by working with predefined filters such as age, gender, index year, table layout or other demographics or common clinical characteristics. These “predefined” filters provide selection on all spans of the variables instead of setting a specific number of categories in the criteria. The end result?  The project duration is greatly reduced by eliminating the back-and-forth testing on different demographic norms.


The RWE Dashboard is well-designed for data presentation and data exploration, providing comprehensive distributions and various statistical plots for exploration. The dashboard is capable of demonstrating such various features as medical patterns, patient journeys, and medical burdens, providing the capacity to profoundly analyze panel and spatial data, allowing analysts to design more scenarios than before. Clients obtain more insights on which to develop the strategy needed to reach the desired commercial success.