Data engineering
Data brought together, reliable, documented
A complete architecture, from collection to reporting: your sources, whatever they are, brought together in an automated, controlled foundation.
Let's talkThe challenge
Scattered data helps no one make decisions
Information lives in applications, databases, online services and files, each with its own rules. Each department builds its own figure, and time is lost reconciling them.
- For the same question, there are several answers depending on the department.
- Preparing a report takes hours of manual handling.
- A figure changes from one day to the next and nobody knows why.
What we build
Collection from all your sources
Business applications, databases, online services, APIs, files: each source is connected, whatever its origin, with its history.
Secure central storage
A single foundation, sized for your volume, where raw data is kept exactly as received.
Layered transformation
Data goes through successive stages: raw, cleaned and made reliable, then modeled for analysis.
Automated, orchestrated pipelines
Flows run on their own, in the right order, with recovery after incidents and alerts.
Quality controls
Automated tests at every step: completeness, consistency, duplicates, discrepancies. Anomalies are caught before they reach users.
Semantic model and reporting
Shared business definitions (margin, active customer, delay) and readable indicators for the teams.
How we work
Architecture scoping
Inventory of sources, user needs and target architecture.
Building the foundation
Source connection, central storage and automated flows.
Reliability
Transformations, quality controls and semantic model.
Reporting and handover
Dashboards, complete documentation and handover to your teams.
What you get
One single figure, the same in every department.
- Up-to-date data, with no manual handling
- Quality measured and checked at every step
- A documented architecture that your teams understand and can evolve
- A foundation ready for AI
Contact
Each area of expertise can be delivered on its own, or combined in a single engagement. Let's talk about yours.
Get in touch