Data Platforms
Lakehouse without the lock-in
Welzin Team · January 16, 2026

The lakehouse promised the best of both worlds: the flexibility of a data lake with the reliability of a warehouse. The catch is that the easiest path to one often runs straight into a single vendor's formats, compute, and pricing. You get the architecture and a lock-in bill to go with it. It does not have to be that trade.
Portable by design
A pragmatic platform meets your stack where it already lives and stays portable as your needs change. Open formats and clear boundaries keep your options open without giving up the benefits.
- Open table formats. Build on standards so your data is not hostage to one engine.
- Separate storage from compute. Keep the freedom to change either without re-platforming.
- Avoid one-way doors. Prefer choices you can reverse as scale and requirements shift.
We design data platforms that fit your stack today and still fit it after it changes. Explore our other insights or get in touch if you would like to talk it through.