Analytics & Reporting

Dashboards are the easy part. The model underneath is the work.

Most BI engagements produce a handful of dashboards and leave the data model tangled. Six months later the dashboards disagree, the queries are slow, and nobody owns the logic. We build the model first and the dashboards on top — so the team that inherits it can actually maintain it.

What we deliver

• Semantic layer — in dbt, LookML, or the BI tool’s modeling language, depending on the tool. One place where a metric is defined, used by every dashboard.
• Dashboards — built on the semantic layer, not duplicated.
• Tests — dbt tests or equivalent on every metric that matters. Broken data gets caught, not silently displayed.
• Access & governance — row-level security where needed, audit logs, rotation.
• Training — a handful of people from your team, so the tool doesn’t silently die.

Tools we reach for

• Metabase — self-hosted, pragmatic, fast to deliver value. Our default for mid-size.
• Superset — when the SQL freedom matters.
• Power BI — Microsoft shops.
• Tableau / Looker — enterprise.
• Odoo BI — for reports that live natively inside Odoo.