From 4 dashboards and zero trust to one number the board believes.
Pipedrive + HubSpot Marketing + a Google Sheet "forecast." Three definitions of MQL. The CFO and the VP Sales were arguing about pipeline at every QBR.
Kept Pipedrive (told them to). Built the metric tree, instrumented Segment, piped to BigQuery, rebuilt the lifecycle in dbt. One forecast model. Owned per-team.
Pipeline +147%. Forecast accuracy from ±28% to ±6%. They re-hired us for the next quarter, and the next.
"First agency that started with our metrics, not their stack. They told us to keep Pipedrive — then built the data layer that made it actually answer questions." — Marco Rossi · CEO, TechVentures Italia