Eagle Rock CFO vs Shiny

Shiny, built by Posit (formerly RStudio), is a powerful open-source framework for building interactive web applications and dashboards using R. It is widely used by data scientists and statisticians to create dynamic, interactive data visualizations. For organizations with R programming capability, Shiny can produce sophisticated dashboards for just the cost of hosting (Shinyapps.io plans start free, with paid tiers for higher usage). If you have a data science team that needs to share interactive analytics, Shiny is a credible tool. It is free to use at its core, and the R ecosystem has extensive statistical and visualization packages.

Shiny is a software tool. It is not a finance team. The critical distinction is that a dashboard does not close your books, reconcile your accounts, build your cash flow forecasts, or help you understand why your gross margins shifted last quarter. Eagle Rock CFO delivers the complete finance function—accounting, controller oversight, treasury management, and strategic FP&A—plus the AI-powered reporting that surfaces insights from your actual financial data. We build dashboards too, but they are a byproduct of our work, not the work itself. The judgment, interpretation, and strategic guidance that makes financial data valuable comes from our team, not from an open-source visualization package.

A custom interactive dashboard or data visualization application built by someone with R programming expertise. Shiny is appropriate for data science teams, academic research environments, or organizations that have identified a specific visualization need that off-the-shelf BI tools do not address. It is a developer tool, not a business solution. If you do not have R programming capacity, the challenge of creating and maintaining Shiny dashboards is significant.

A complete finance team that handles the accounting, delivers the reporting, builds the dashboards, interprets the numbers, and helps you make better business decisions based on your financial data. Businesses with $5M-$50M revenue that need ongoing financial clarity—not a dashboard project that requires internal technical capacity to build and maintain. We deliver the insights, not just the visualizations. The difference is that we can explain why your cash conversion cycle lengthened, not just display that it did.

Shiny: open-source and free to use. Shinyapps.io hosting has free and paid tiers (from approximately $39/month for professional use). However, building and maintaining dashboards requires R programming expertise you may need to hire or contract separately. Eagle Rock CFO: pricing available by consultation, scoped to the complete finance office for established businesses. The total cost of ownership for a Shiny-based BI solution—including development time, hosting, and the accounting work that feeds it—often exceeds what a full finance office engagement costs.