Software development
Data analytics
Warehouse modelling, ELT pipelines and dashboards that answer a decision rather than decorate a screen. Every metric gets a definition, an owner and a test.
What is included
- Data warehouse and dimensional modelling
- Elasticsearch and PostgreSQL aggregation at scale
- Bilingual reporting for local and international teams
- Metric definitions with automated tests
How we would start
Discovery
Two weeks with the people who will use the system. We interview them, map the process, and write down what exists and what is missing.
Written scope
Requirements, acceptance criteria and explicit exclusions. A number attached, so you can compare it against other options.
Build and ship
A dedicated pod, weekly working software, and a demo of something real every sprint rather than a status report.
Operate and improve
Monitoring, maintenance and a monthly conversation about what to change next. We stay on the system we built.
Questions
What clients ask about Data analytics
The questions that come up before this kind of project starts. The same answers are published as structured data, so search and answer engines can quote them.
What does a data analytics engagement deliver?
A warehouse model, tested ELT pipelines, metric definitions with named owners, and dashboards that answer a decision rather than decorate a screen.
Can you work with the tools we already use?
Yes. We work with PostgreSQL and Elasticsearch, warehouse stacks such as BigQuery or ClickHouse, and whatever reporting layer your team already reads.
How do you stop two dashboards disagreeing with each other?
Every metric gets a written definition, an owner and an automated test. When two numbers disagree, the definition is what settles the argument, not seniority.
Let's build together
Tell us what you are building. We will tell you honestly whether we are the right team for it.
Send a paragraph about the problem. You will get a reply from an engineer, not a form letter, within one business day. If we are not the right fit, we will usually know someone who is.
What happens next
- 1 We reply with initial questions, a rough range and whether we are the right fit.
- 2 A call or a workshop with the engineers who would actually do the work.
- 3 A paid discovery phase produces a written scope and a number we can stand behind.