Data & Infrastructure

Data Mesh

Data Mesh is a decentralized architecture principle where data responsibility shifts from central IT teams to business domains (e.g., sales, production, finance). Each domain provides its data as standardized data products that are usable across the organization — comparable to microservices, but for data instead of software.

Why does this matter?

Classic central data teams become bottlenecks: every new data requirement must go through a queue. Data Mesh solves this by having business units create and maintain data products themselves. For growing mid-sized companies with multiple locations or divisions, this reduces time-to-insight from weeks to days.

How IJONIS uses this

We implement Data Mesh incrementally — not as a big-bang migration but domain by domain. Each business unit receives self-service tools for data publication, embedded in a central governance platform. We use dbt and data contracts to ensure decentralized data products remain compatible with each other.

Frequently Asked Questions

Is Data Mesh not too complex for mid-sized companies?
A textbook-complete Data Mesh can be overkill. We adopt the core principles — domain-oriented data ownership and standardized data products — and adapt the implementation scope to your company size. Even a "Data Mesh Light" brings significant benefits.
How do I prevent chaos with decentralized data ownership?
Through three mechanisms: (1) Data contracts define quality and format standards that every data product must meet, (2) a central data catalog makes all data products discoverable and documented, (3) automated quality tests verify standard compliance with every update.

Want to learn more?

Find out how we apply this technology for your business.