A modern data stack — warehouse, modelling layer, dashboards — built so the people running the business can answer their own questions in seconds, not days.
This engagement is for operators who already know they have a problem worth solving — and want a senior team to ship the fix in weeks.
Six things we ship inside this track. Some clients use a subset; most use all.
BigQuery, Snowflake or Postgres — sized to your data, configured for cost.
Fivetran, Airbyte or custom connectors. Sources unified into a single source of truth.
dbt models for finance, sales, product and ops — versioned, tested, documented.
Metabase, Looker or Hex. Five core dashboards, designed for daily use, not month-end review.
We train your operators to write their own queries. Most are running independent analyses by week six.
Cohort analysis, retention curves, simple forecasting models. The numbers your board will ask for.
Async-first. Senior-only. Weekly demos.
Two days. We look at your sources, current dashboards, biggest unanswered questions.
3–5 weeks. Warehouse → models → dashboards. Each milestone shipped to production.
Two weeks of weekly office hours. Your operators learn to self-serve.
Optional retainer: monthly schema review, model updates, new dashboards as the business evolves.
Most clients combine two or three of these. We'll recommend the right combination on the first call.
Tracking is the source of truth — analytics turns it into answers.
Once data is clean, AI can finally do something useful with it.
Many 'reports' should just be automations.
Five things people ask before signing.
We model when it pays back. For most operators, ML is the wrong second step — basic forecasting and good dashboards drive 80% of the value.
Both are fine. We pick by your existing stack and the data volume.
Yes — we hand over with documentation. Many clients also retain us monthly for evolution.
Build $20k–$80k. Warehouse + tooling is $200–$2k/month at startup scale.
Yes — we keep the product analytics intact and add the wider data layer around it.
Tell us what you're trying to do. We'll send a proposal within two business days.