Turn scattered data into a single source of truth.
Pipelines, ETL/ELT and modern data warehouses that make your data reliable, queryable and ready for reporting.
The problem we solve
Turn scattered data into a single source of truth.
- 01
Every team has a different number
Sales, finance and operations pull from different tools — and none of the totals agree.
- 02
Reports built on exports
Analysts spend days stitching CSV exports together before any analysis starts.
- 03
Reporting slows the app
Heavy queries run against the production database and customers feel it.
What's included
Six things we'll take off your plate.
Pipelines & ETL/ELT
Scheduled and event-driven pipelines from apps, SaaS tools and files.
Data warehouses
BigQuery, Redshift, Snowflake or PostgreSQL, modelled for analytics.
Database design & tuning
Schemas, indexes and queries tuned for your real workload.
Database migration
Engine and version moves with validation and minimal downtime.
Data quality checks
Tests and freshness alerts so broken data never reaches a dashboard.
Governance & access
Clear ownership, documentation and role-based access to sensitive data.
Our approach
Four steps, no surprises.
- 01
Audit sources
Every system, export and spreadsheet that holds data you care about.
- 02
Model
A clean warehouse model with agreed definitions for every metric.
- 03
Pipe
Reliable, tested pipelines with alerting on failure and freshness.
- 04
Govern
Documentation, ownership and access rules that keep it trustworthy.
Tech we use
- BigQuery
- Redshift
- Snowflake
- PostgreSQL
- MySQL
- Python
- dbt
- Airflow
- n8n
FAQs
Questions we hear a lot.
BigQuery, Snowflake and Redshift are all solid. The right one depends on your cloud, data volume and budget.
Yes — we start from what you have, spreadsheets included, and migrate it into a structured model.
Most reporting needs hourly or daily batches. We add streaming only where real-time actually matters.
Automated tests on every pipeline run, freshness alerts and documented definitions for every metric.
Next service
BI Dashboards & Analytics
Have an idea? Let’s build it properly.
Tell us what you’re planning — we’ll come back within one business day with next steps.