Process

From raw data to board-ready decisions.

Most engagements complete in 2–4 weeks. The framework is the same every time — what changes is what we find.

Discovery

We map your current data stack, business questions, and decision-making gaps. We identify the highest-leverage analytics work and agree on a measurable outcome for the engagement.

Deliverable: Discovery brief + scoped proposal

Data Modeling

Clean SQL and dbt models replace ad-hoc queries. Raw tables become a tested analytics layer — one source of truth for every metric your team cares about.

Deliverable: Documented dbt models + data dictionary

Dashboards & Insights

Production dashboards with metric definitions, self-serve filters, and anomaly alerts. Your team self-serves from day one — no analyst dependency.

Deliverable: 3–5 production dashboards + insight brief

Handover

Full documentation, a 60-minute walkthrough call, and an optional retainer to keep the system current as your product evolves.

Deliverable: Documentation + training + optional retainer