Data Engineering
Clean data, in the right place, as it happens.
We bring data out of the systems that hold it, clean it, keep it in sync as it changes, and shape it for the reports, dashboards and AI that need it.
- Debezium
- Kafka
- Change data capture
- PostgreSQL
- MySQL
- BigQuery
- Python
- Scheduled pipelines
- Dashboards
- Text to SQL
Why it matters
AI and analytics are only as good as the data under them. Most of the work is getting that data clean, current and in one place. That's the work we're good at.
What we build
Every step between raw data and a good decision.
Live sync
Changes in one database show up in another within seconds, using change data capture instead of nightly dumps.
Pipelines
Data pulled from every source, cleaned, joined and loaded on a schedule you can see and trust.
Cleaning and matching
Duplicates merged, gaps filled and customers matched across systems, so one person is one record.
Analytics and dashboards
The numbers your team asks for every week, always up to date and always the same answer.
Ask your data
Questions in plain words turned into safe, read-only queries on approved tables, checked for accuracy.
Governed access
Who can see what, written down and enforced, with sensitive fields kept out of reach.
How we work
One team, from first conversation to launch.
01
Survey
Every source, what's in it, how often it changes and who relies on it.
02
Model
One clear shape for the data, agreed with the people who'll use it.
03
Build
Pipelines and sync, tested against real volumes before they go live.
04
Prove
Numbers checked against the old reports until they match, or we know why.
05
Run
Monitoring, fixes and new features after launch, from the team that built it.
Built with tools we know inside out.
- Sync
- Debezium, Kafka, Change data capture
- Store
- PostgreSQL, MySQL, BigQuery
- Process
- Python, Scheduled pipelines
- Use
- Dashboards, Text to SQL, AI audiences
Let's get your data working.
Tell us where your data lives and what you wish it could tell you. We'll show you how to get there.
