Work · Use case

Data from many sources, stored in one place and made usable.

A typical data integration engagement: from scattered sources to a data platform your team owns, including the agents that maintain it.

Your data sits in separate systems

Your data sits in separate systems: business applications, plant and sensor systems, files and external services. It needs to be stored in one place and made usable for reporting, analysis and daily operations.

Typical sources

  • Business applications
  • Machine, plant and sensor data
  • Files, spreadsheets and external APIs

We analyze and propose what should be built. You decide.

We determine which databases fit your data and how it is used: relational, NoSQL, time-series, search, or image and video storage, often in combination. The result is a technical specification covering the data model, interfaces, data flows, security and operation.

Deliverables

  • Database selection
  • Technical specification
  • Data model and interface definitions

We design and build it

We use agentic engineering: AI agents, under our engineers’ review, build the database manager, the ETL pipelines and the messaging between systems with Kafka and message queues, including online processing, where scripted code runs directly on queries and data streams. Standard open-source components form the base; custom agentic-engineered solutions cover what they do not.

Components

  • Database manager
  • ETL pipelines
  • Messaging with Kafka and message queues

Together we put it into operation

We load your existing data, connect the live sources, and set up monitoring and documentation, so the system runs in daily use.

Typical work

  • Migration of existing data
  • Connection of live sources
  • Monitoring and documentation

You own the result

Code, data, specification and documentation are yours, including the agents that maintain the system: they keep pipelines running, adapt to changes in your sources and help extend the platform.

You receive

  • Source code and documentation
  • Agents for maintenance
  • Open-source base without license lock-in

Your data in several places? Tell us the problem.

Contact us