What is Data Intelligence?
Data Intelligence is the full-stack discipline of turning data into trusted, action-driving insight. It encompasses data engineering (pipelines and platforms), data analysis (statistics and modelling), data visualization (dashboards and reports), and decision-making frameworks. Where BI focuses narrowly on reporting, Data Intelligence connects all the layers — so the answers visualised at the top reflect data that's reliable, governed, and timely.
How is Data Intelligence different from Business Intelligence (BI)?
BI focuses mainly on dashboards and reporting — what's the surface that users interact with. Data Intelligence is broader: it includes the full pipeline (raw data → modelled data → insights → decisions), the governance layer, data quality engineering, and increasingly the AI activation layer. BI is one component of Data Intelligence; the rest is what makes BI trustworthy and decision-grade rather than wallpaper.
What does Decision Foundry's Data Intelligence service include?
Four core capabilities: data engineering (pipelines, modelling, platforms); data dashboarding (Tableau, Power BI, MCI, custom); data analysis and insights (statistical modelling, predictive analytics, anomaly detection); and data and dashboard migration (modernising legacy reporting environments).
Do we need to replace our existing tools?
Not necessarily. We work with what you have when it's working — many of our engagements involve optimising existing Snowflake, Databricks, Tableau, or Power BI implementations rather than replatforming. We only recommend replacement when current tools genuinely can't meet your business needs. The bias is toward evolution, not revolution.
How long does a Data Intelligence engagement take?
A focused dashboard or single-source insights project runs 4–8 weeks. A full Data Intelligence platform build (engineering + dashboarding + analysis frameworks + governance) runs 4–9 months, typically phased. We can also operate as an embedded team via the FDE Model — meaning ongoing Data Intelligence delivery without a one-time project end-date.
Why Decision Foundry for Data Intelligence?
Since 2004 we've been doing the full stack — engineering, dashboarding, analysis, governance — for enterprises in retail, financial services, healthcare, pharma, and media. Snowflake Select, Databricks Premier, Salesforce SELECT, multiple Salesforce Marketing Champions, and Tableau Zen Masters on staff. We work with your existing data team rather than replacing it, often acting as a force multiplier rather than a vendor.