/ Technology / 13

Data platforms & BI

We bring scattered data into one place, define what each metric means and build the dashboards leadership and teams rely on — including end-to-end analytics from advertising to revenue.

/ The challenge

Data lives in dozens of services. Reports are assembled by hand, and the same metric shows different numbers depending on who built the spreadsheet. Meetings start with arguing about the figures instead of deciding what to do about them.

/ What we do

Inside this service

Data source audit

An inventory of systems, data quality and how reports are produced today.

Data warehouse

A central store designed for your questions and data volumes.

ETL/ELT pipelines

Automated, monitored data loading from your tools and platforms.

Marketing-to-revenue analytics

Ad spend, leads, deals and revenue joined in one model.

Dashboards

Views for leadership and for each team, built around decisions.

Metric dictionary

One documented definition per metric, so numbers match across reports.

Data quality & alerts

Checks that flag missing or unusual data before it reaches a report.

AI-ready data

Structured, documented data that AI tools and agents can use safely.

/ How we work

Four steps, in this order

/ 01

Audit

Sources, reports, owners and the questions the business needs answered.

/ 02

Model

Warehouse design and metric definitions agreed with stakeholders.

/ 03

Build

Pipelines, transformations and dashboards delivered in increments.

/ 04

Operate

Monitoring, documentation and support as sources and needs change.

/ Channels & tools

  • / BigQuery
  • / Snowflake
  • / PostgreSQL
  • / dbt
  • / Airbyte
  • / Fivetran
  • / Looker Studio
  • / Power BI
  • / Metabase

/ What you get

  • One version of the numbers
  • Reports that update themselves
  • Visibility from ad spend to revenue
  • Earlier warning when data breaks
  • A foundation for forecasting and AI

/ FAQ

Questions about this service

If you combine data from several systems regularly, usually yes. For smaller setups a simpler approach may be enough — we will say so.

Client work under NDA

Our client engagements are protected by non-disclosure agreements, so we do not publish names, logos or case studies. On a private call we discuss relevant experience, approaches and outcomes in anonymised form.

Every engagement starts with understanding your business

Tell us where you want to grow. We will tell you honestly what it takes and whether we are the right partner for it.