Databricks Partner
Giggabytes and Databricks.
Giggabytes is a Databricks Partner: a Consulting & SI partner and member of the Databricks Partner Program. We are a Finnish data engineering company. We build data platforms and reporting that hold up to scrutiny, for clients across the EU.
We design, build and migrate data platforms on Databricks, from the first pipeline to the Power BI report.
01 What we build
What we build on Databricks.
The platform, the model and the reports, built so that every number can be explained.
Lakehouse and Delta Lake pipelines
Raw data lands once and moves through clear stages into tables you can report from. Each stage can be rerun and checked.
Data modelling and data quality checks
Facts and dimensions at a declared grain, with checks that stop bad data before it reaches a report.
Unity Catalog governance and lineage
Access rules in one place, and lineage, so every number traces back to its source.
Power BI and reporting on top
Semantic models and reports that read from governed tables, so weekly and monthly figures agree.
Migration from older warehouses
We move the logic and the history from an older warehouse to Databricks, and show that the numbers match before the switch.
Reporting calendar check
One week, at a fixed price. We measure how far your weekly and monthly reports disagree, show which months the calendar moved, and set out the one governed calendar every report should inherit.
02 Price Claim Monitor
Price Claim Monitor on Databricks.
Our check of discount prices also works with your Databricks.
Fix
One price history and the 30-day lowest price, calculated in your own Databricks. Checked before every promotion goes live.
Monitor
Results delivered as a Delta Share for teams on Databricks, on request.
03 Featured work
A Databricks build you can read end to end.
A case study on public card-spending data from 2022 to 2025, built on Databricks with Delta Lake, PySpark and dbt.
When the weekly report and the monthly report disagree
Weekly totals rolled into months misstate monthly figures on public card-spending data from 2022 to 2025. Why it happens, how large it gets, and how a shared date dimension removes it.
How the platform is built
From a pinned public file to tested tables on Databricks, with quality gates that stop the run and infrastructure as code.
→ How to start
Start with an email.
Write to contact@giggabytes.eu about your Databricks platform, or ask for a free private sample of Price Claim Monitor.
Databricks is a trademark of Databricks, Inc. Giggabytes is a Databricks Partner.