Services

Business intelligence & BI.

Business intelligence built on a governed semantic layer — dashboards and metrics teams actually trust, drawn from one source. Auckland-based, working globally.

Good BI is less about charts and more about agreement. We build the metric layer and dashboards that give a business one set of numbers — defined once, governed, and the same wherever they appear — so meetings are spent deciding what to do rather than reconciling whose figure is correct.

Where we help

Semantic and metric layers so a number means one thing everywhere
Dashboards and self-service analytics teams will actually use
Modelling the source data behind BI so the figures are sound
KPI and reporting frameworks tied to how the business is run
Automated, scheduled reporting and distribution
Embedded analytics inside your own product or admin tools
Performance tuning so dashboards load in seconds, not minutes
Row-level security and governed access to sensitive measures

Example builds

Automated reporting. We built automated media-monitoring reporting — collect, analyse and deliver scheduled reports without anyone reassembling them by hand each cycle.

Numbers that tie out. BI is only trusted if the underlying figures are correct. Our FiscalReality work is built on exactly that discipline — clarity backed by numbers that reconcile.

Embedded dashboards. We build analytics straight into the products we ship, like the operational views in StockTrack, so users see the picture where they already work rather than in a separate tool.

How we engage

We treat metric definitions as code that lives next to the warehouse — defined once in a semantic layer, version-controlled, and reused by every dashboard — so growth, churn or margin can't quietly mean three different things in three teams. We are tool-agnostic on the front end and build on a modelled store underneath, because BI inherits the quality of its source. Single source, plural truths: one definition, many views. See our services for how we engage.

Common questions

Which BI tool do you use?: We are tool-agnostic and happy to work with what you already have, or recommend one to fit your stack and budget. The hard, durable part is the semantic layer underneath, not the dashboard tool on top.
Why do our dashboards disagree with each other today?: Almost always because each one defines its metrics separately against raw tables. We fix it with one governed semantic layer, so a metric is calculated in a single place and every report reads from it.
Can you embed analytics in our own product?: Yes. We build embedded, governed dashboards directly into your application or admin, with row-level security so each customer or user only sees their own data.

Data architecture Warehouses & lakehouses ETL & ELT pipelines

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Where we help

Semantic and metric layers so a number means one thing everywhere
Dashboards and self-service analytics teams will actually use
Modelling the source data behind BI so the figures are sound
KPI and reporting frameworks tied to how the business is run
Automated, scheduled reporting and distribution
Embedded analytics inside your own product or admin tools
Performance tuning so dashboards load in seconds, not minutes
Row-level security and governed access to sensitive measures

Example builds

Automated reporting. We built automated media-monitoring reporting — collect, analyse and deliver scheduled reports without anyone reassembling them by hand each cycle.

Numbers that tie out. BI is only trusted if the underlying figures are correct. Our FiscalReality work is built on exactly that discipline — clarity backed by numbers that reconcile.

How we engage

Common questions

Which BI tool do you use?

We are tool-agnostic and happy to work with what you already have, or recommend one to fit your stack and budget. The hard, durable part is the semantic layer underneath, not the dashboard tool on top.

Why do our dashboards disagree with each other today?

Almost always because each one defines its metrics separately against raw tables. We fix it with one governed semantic layer, so a metric is calculated in a single place and every report reads from it.

Can you embed analytics in our own product?

Yes. We build embedded, governed dashboards directly into your application or admin, with row-level security so each customer or user only sees their own data.