A fixed-scope build, priced before we start. Canonical entities on your warehouse, data-driven attribution, and one weekly-review dashboard a CFO can read without a training session. Exec-ready reporting by week 4 — the full stack in 8–16 weeks.
A tightly-scoped stack that takes you from raw source data to the one dashboard your weekly revenue review actually runs from.
The boring-but-essential foundation. Canonical accounts, contacts, and opportunities modelled in dbt on Snowflake, BigQuery, or Redshift — readable, tested pipelines and a data contract between engineering and analytics.
Multi-touch attribution wired to your warehouse and normalized across paid, organic, content, and events. Data-driven — not last-touch guesswork. CFO-defensible, marketer-useful.
A single source of truth for the weekly review, built in Metabase or Looker — a dashboard a CFO can read without a training session and a board member can skim without confusion. Not a Salesforce report. Not a consultancy slide.
We don't hand you a black box and disappear. Handover includes the operating cadence that keeps the models fresh, the dashboard trustworthy, and your team confident running it after we leave.
Start with the reporting foundation, or add attribution and forecasting for teams that need to defend spend and predict the quarter — not just report the last one. Both are fixed-scope and priced before we start.
The reporting foundation. Canonical entities and dbt models on your warehouse, plus the single weekly-review exec dashboard in Metabase or Looker, and the ops-cadence handover so your team runs it. Exec-ready reporting by week 4.
Everything in Core, plus data-driven multi-touch attribution across your channels and segment-aware pipeline and revenue forecasting. For teams that need to answer where pipeline comes from and where the quarter lands. Full stack in 8–16 weeks.
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A fixed-scope engagement: canonical entities and dbt models on your warehouse, data-driven attribution across your channels, and one weekly-review executive dashboard in Metabase or Looker that a CFO can read without training. Every build ships with an ops-cadence handover so your team owns and runs it after we leave.
Exec-ready reporting is live by week 4. The full stack — canonical models, attribution, and where relevant forecasting — lands in 8 to 16 weeks depending on how many sources need cleaning and whether you choose Core or Core+ scope.
No. We build on the warehouse you already have — Snowflake, BigQuery, or Redshift — and use the BI tool your team already opens. If you have no warehouse yet, we stand up a lean one as part of the build. We lean modern data stack but bring no religion to it.
Core delivers the canonical warehouse layer, dbt models, and the single exec dashboard — the reporting foundation. Core+ adds data-driven multi-touch attribution and segment-aware pipeline and revenue forecasting on top, for teams that need to defend spend and predict the quarter, not just report the past one.
You do. It all lives in your warehouse, your BI tool, and your accounts — readable dbt models, tested pipelines, and an ops cadence your team runs. Nothing critical is trapped on our side, and there's no proprietary layer you have to keep paying us to access.
The RevOps Dashboard is the productized, fixed-scope entry point into that practice — priced before we start and targeted at fintech and SaaS teams who want the reporting foundation fast. If you need bespoke predictive scoring, reverse-ETL activation, or a broader analytics program, that lives in our full Data & RevOps Intelligence service.
Tell us your warehouse, your BI tool, and the one number your weekly review keeps arguing about. We'll come back with a fixed scope, a fixed price, and a week-4 reporting milestone.