Do we need a data warehouse?
Not always. If a few sources and a handful of reports cover your decisions, we’ll tell you. We recommend a warehouse when the number of sources, the data volume, or the need for history makes spreadsheets and point-to-point reports break down.
Which tools do you recommend?
The ones that fit your team, budget, and existing contracts. We have deep hands-on experience with dbt and Snowflake and work just as comfortably with BigQuery, Postgres, Power BI, and Looker. We take no fees from tool vendors.
Can you work with our marketing data?
Yes. Connecting acquisition, customer behavior, and revenue is one of the most common reasons clients call us. We model ad platforms, web analytics, CRM, and commerce data into one view of what each channel actually returns.